Publications are listed in reverse chronological order.
Presentation slides associated with the publications are supplied
when available. You can also review most recent slides and
posters from talks on Speakerdeck or locally, as well as older
presentations from my Ph.D. years.
Publications are also labeled by general research area:
DL
IR
NLP
Web
Others: DB EdTech HCI ML MedInfo MM Bibliometrics Ethics
-
Nicoletta Calzolari, Min-Yen Kan, Veronique Hoste, Alessandro Lenci, Sakriani Sakti and Nianwen Xue (Eds.) (2024) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
[ Volume at the ACL Anthology ]
NLP
-
Roman Klinger, Naozaki Okazaki, Nicoletta Calzolari and Min-Yen Kan (Eds.) (2024) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation: Tutorial Summaries (LREC-COLING 2024)
[ Volume at the ACL Anthology ]
NLP
- Jiangping Chen, Marcos André Gonçalves, Jeff M. Allen, Edward A. Fox, Min-Yen Kan and Vivien Petras (Eds.) (2018) Proceedings of the 18th ACM/IEEE-CS Joint Conference on Digital Libraries, Fort Worth, Texas, USA. June 3-6.
DL
- Regina Barzilay and Min-Yen Kan (Eds.) (2017) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Vancouver, Canada. July-August. ISBN 978-1-945626-75-3. pp. 1-2209.
[ Volume at the ACL Anthology ]
NLP
- Regina Barzilay and Min-Yen Kan (Eds.) (2017) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Vancouver, Canada. July-August. ISBN 978-1-945626-76-0. pp. 1-732.
[ Volume at the ACL Anthology ]
NLP
- Pu-Jen Cheng, Min-Yen Kan, Wai Lam, Preslav I. Nakov (Eds.) (2010) Information Retrieval Technology: 6th Asia Information Retrieval Societies Conference, AIRS 2010, Lecture Notes in Computer Science (LNCS), Volume 6458, Taipei, Taiwan, December 1-3, 2010. 627 pp. ISBN: 978-3-642-17186-4
[ Volume at SpringerLink ]
IR
Web
- Simone Teufel and Min-Yen Kan (2009) Proceedings of NLPIR4DL 2009: 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries. Association for Computational Linguistics and the Asian Federation of Natural Language Processing, Singapore, August 2009.
[ ACL Anthology (W09-36)] [ Local copy ] [ Preface only ]
DL
IR
NLP
- Min-Yen Kan, Dongwon Lee and Ee-Peng Lim (2008) Scholarly digital libraries at scale: introduction to the special issue on very large digital libraries. International Journal on Digital Libraries 9(2): pp. 81-82
[ doi:10.1007/s00799-008-0042-0 ] [ Local copy (as allowed by self-archiving, courtesy Springer-Verlag) ]
DL
- Hwee Tou Ng, Mun-Kew Leong, Min-Yen Kan and Donghong Ji (Eds.) (2006) Information Retrieval Technology: Third Asia Information Retrieval Symposium, AIRS 2006, Lecture Notes in Computer Science (LNCS), Volume 4182. Singapore, October 16-18, Springer, 684 pp. IBSN: 978-3-540-45780-0
[ Volume at SpringerLink ]
IR
Web
- Xichu Ma, Varun Sharma, Min-Yen Kan, Wee Sun Lee and Ye Wang (2024) KeYric: Unsupervised Keywords Extraction and Expansion from Music for Coherent Lyrics Generation. ACM Transactions on Multimedia Computing, Communications, and Applications (ToMM).
[ Local copy (.pdf) ]
MM
- Kokil Jaidka, Tsuhan Chen, Simon Chesterman, Wynne Hsu, Min-Yen Kan, Monhan Kankanhalli, Mong Li Lee, Gyula Seres, Terence Sim, Araz Taeihagh, Anthony Tung, Xiaokui Xiao and Audrey Yue. (2024) Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy. Digital Government: Research and Practice (DGov), 10.1109/TASLP.2024.3414313.
[ doi:10.1145/3689372 ]
[ Local copy (.pdf) ]
NLP
- Xiachong Feng, Xiaocheng Feng, Xiyuan Du, Min-Yen Kan and Bing Qin (2024) Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 10.1109/TASLP.2024.3414313.
[ doi:10.1109/TASLP.2024.3414313 ]
[ Local copy (.pdf) ]
NLP
- Abhinav Kashyap, Yajing Yang and Min-Yen Kan (2023) Scientific document processing: challenges for modern learning methods. International Journal on Digital Libraries. 1-27.
[ doi:10.1007/s00799-023-00352-7 ]
[ Local copy (.pdf) ]
NLP
Bibliometrics
DL
- Ramtin Yazdanian, Richard Lee Davis, Xiangcen Guo, Fiona Lim, Pierre Dillenbourg and Min-Yen Kan (2021)
On the radar: Predicting near-future surges in skills' hiring demand to provide early warning to educators. Computers and Education: Artificial Intelligence
100043, ISSN 2666-920X
[ doi:10.1016/j.caeai.2021.100043 ]
[ Local copy ]
IR
EdTech
- Van-Hoang Nguyen, Kazunari Sugiyama, Preslav Nakov and Min-Yen Kan (2020) FANG: Leveraging Social Context for Fake News Detection Using Graph Representation. Communications of the ACM 65(4), pp. 124-132.
[ doi:10.1145/3336191.3371769 ]
[ Local copy (.pdf) ]
IR
NLP
- Liangming Pan, Jingjing Chen, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan and Tat-Seng Chua (2020) A Hybrid Approach for Detecting Prerequisite Relations in Multi-modal Food Recipes. IEEE Transactions on Multimedia. Vol 23. pp. 4491-4501. IEEE Press
[ doi:10.1109/TMM.2020.3042706 ]
[ Local copy ]
MM
- Van-Hoang Nguyen, Kazunari Sugiyama, Min-Yen Kan and Kishaloy Halder (2020) Neural side effect discovery from user credibility and experience-assessed online health discussions, Journal of Biomedical Semantics, Volume 11, Number 5.
[ doi:10.1186/s13326-020-00221-1 ] [ Local copy ]
NLP
MedInfo
- Ya-Hui An, Liangming Pan, Min-Yen Kan, Qiang Dong and Yan Fu (2019) Resource Mention Extraction for MOOC Discussion Forums. IEEE Access 7(1), pp. 87887-87900, December, 2019.
[ https://doi.org/10.1109/ACCESS.2019.2924250 ] [ Local copy ]
EdTech
- Animesh Prasad, Manpreet Kaur and Min-Yen Kan (2018) Neural ParsCit: a deep learning-based reference string parser. International Journal on Digital Libraries. May 2018.
[ https://doi.org/10.1007/s00799-018-0242-1 ] [ Via Springer's SharedIt ] [ Local copy ] [ Codebase (@ GitHub) ]
NLP
Bibliometrics
DL
- Philipp Mayr, Ingo Frommholz, Guillaume Cabanac, Muthu Kumar Chandrasekaran, Kokil Jaidka, Min-Yen Kan and Dietmar Wolfram (2017) Introduction to the special issue on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL). International Journal on Digital Libraries. November 2017.
[ doi:10.1007/s00799-017-0230-x ] [ Via Springer's SharedIt ] [ Local copy ]
IR
NLP
Bibliometrics
- Juyoung An, Namhee Kim, Min-Yen Kan, Muthu Kumar Chandrasekaran and Min Song (2017) Exploring characteristics of highly cited authors according to citation location and content. Journal of the Association for Information Science and Technology. Volume 68, Issue 8 (August). pp. 1975-1988.
[ preprint (.pdf) ] [ doi:10.1002/asi.23834 ]
NLP
Bibliometrics
DL
- Kokil Jaidka, Muthu Kumar Chandrasekaran, Sajal Rustagi and Min-Yen Kan (2017) Insights from CL-SciSumm 2016: the faceted scientific document summarization Shared Task. International Journal on Digital Libraries, Online First. June.
[ e-offprint (.pdf) as allowed by Springer self-archiving policy ] [ doi:10.1007/s00799-017-0221-y ]
NLP
- Xiangnan He, Ming Gao, Min-Yen Kan and Dingxian Wang (2017) BiRank: Towards Ranking on Bipartite Graphs. IEEE Transactions on Knowledge and Data Engineering, 29(1). pp. 57-71. January.
[ Local preprint (.pdf) as allowed by IEEE self-archiving policy ] [ doi:10.1109/TKDE.2016.2611584 ]
Web
IR
- Kazunari Sugiyama and Min-Yen Kan (2014). A comprehensive evaluation of scholarly paper recommendation using potential citation papers. International Journal on Digital Libraries, pp 1-19. August.
[ Local preprint (.pdf) as allowed by Springer self-archiving policy ] [ doi:10.1007/s00799-014-0122-2 ]
DL
- Ziheng Lin, Hwee Tou Ng and Min-Yen Kan (2014). A PDTB-Styled End-to-End Discourse Parser. Natural Language Engineering, 20(2), pp 151-184. April.
[ Local copy (.pdf) as allowed by Cambridge University Press self-archiving policy ] [ doi:10.1017/S1351324912000307 ]
NLP
- Philip S. Cho, Huy Hoang Nhat Do, Muthu Kumar Chandrasekaran, Min-Yen Kan (2013) Identifying research facilitators in an emerging Asian Research Area. Scientometrics, June 2013.
[ Local copy (.pdf) as allowed by Springer self-archiving policy ]
[ doi:10.1007/s11192-013-1051-3 ]
Bibliometrics
- Aobo Wang, Cong Duy Vu Hoang and Min-Yen Kan (2013) Perspectives on Crowdsourcing Annotations for Natural Language Processing. Language Resources and Evaluation, 47(1), pages 9-31.
[ Local copy (.pdf) as allowed by Springer self-archiving policy ]
[ doi:10.1007/s10579-012-9176-1 ]
IR
NLP
- Su Nam Kim, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (2012). Automatic keyphrase extraction from scientific articles. In Language Resources and Evaluation. December 2012.
[ Local copy (.pdf) as allowed by Springer self-archiving policy ] [ doi:10.1007/s10579-012-9210-3 ]
NLP
- Tao Chen and Min-Yen Kan (2013). Creating a live, public short message service corpus: the NUS SMS corpus. Language Resources and Evaluation. August 2012.
[ doi:10.1007/s10579-012-9197-9 ] [ Local copy (.pdf) as allowed by Springer's self-archiving policy ]
[ Corpus Website (now on GitHub) ]
NLP
- Jesse Prabawa Gozali and Min-Yen Kan (2012). Rich and Dynamic Library Catalogs: A Case Study of Online Search Interfaces. In Jesus Tramullas and Piedad Garrido (Eds.) Library Automation and OPAC 2.0: Information Access and Services in the 2.0 Landscape, Idea Group Publishing.
[ doi:10.4018/978-1-4666-1912-8.ch002 ]
[ Local copy (.pdf) ]
[ From IGI ]
DL
HCI
- Simone Teufel and Min-Yen Kan (2011) Robust Argumentative Zoning for Sensemaking in Scholarly Documents. Advanced Language Technologies for Digital Libraries (ALT4DL). Lecture Notes in Computer Science, 2011, Volume 6699/2011, pp. 154-170
[ doi:10.1007/978-3-642-23160-5_10 ]
[ Local copy (.pdf) as allowed by Springer Verlag self-archiving policy ]
[ RAZ (@ GitHub) ]
DL
NLP
- Minh-Thang Luong, Thuy Dung Nguyen and Min-Yen Kan (2010) Logical Structure Recovery in Scholarly Articles with Rich Document Features. International Journal of Digital Library Systems, 1(4). pp. 1-23.
[ doi:10.4018/jdls.2010100101 ]
[ Local copy (.pdf) ]
DL
NLP
- Min-Yen Kan and Yee Fan Tan (2008) Record Matching in Digital Library Metadata. Communications of the ACM (CACM), Technical Opinion Column, 51(2), pp 91-94, February.
[ doi:10.1145/1314215.1314231 ]
[ Local copy (.pdf) ]
IR
DB
ML
- Min-Yen Kan, Ye Wang, Denny Iskandar, Tin Lay Nwe and Arun Shenoy (2008) LyricAlly: Automatic Synchronization of Textual Lyrics to Acoustic Music Signals. IEEE Transactions on Audio, Speech, and Language Processing, 16(2), February. pp. 338-349.
[ doi:10.1109/TASL.2007.911559 ]
[ Local copy (.pdf) as allowed by IEEE author self-archiving policy ]
NLP
MM
- Shiren Ye, Tat-Seng Chua, Min-Yen Kan and Long Qiu (2007) Document concept lattice for text understanding and summarization, Information Processing and Management, 43(6), pp. 1643-1662.
[ doi:10.1016/j.ipm.2007.03.010 ]
NLP
- Hang Cui, Min-Yen Kan and Tat-Seng Chua (2007) Soft Pattern Matching Models for Definitional Question Answering, ACM Transactions on Information Systems (TOIS), 25(2), April.
[ doi:10.1145/12291799.1229182 ]
[ Local copy (.pdf) as allowed by ACM author self-archiving policy ]
IR
NLP
- Wei Lu and Min-Yen Kan (2007) Supervised Categorization of Javascript using Program Analysis Features, Information Processing and Management, 43(2), pages 431-444.
[ doi:10.1016/j.ipm.2006.07.019 ]
IR
Web
- Min-Yen Kan (2005) Using multi-document summarisation to assist in semi-structured literature retrieval: A case study in consumer healthcare In Theng, Yin Leng and Foo, Schubert (Eds.) "Design and Usability of Digital Libraries : Case Studies in the Asia Pacific", Idea Group Publishing.
DL
NLP
- Noemie Elhadad, Min-Yen Kan, Judith Klavans and Kathleen McKeown (2005) Customization in a Unified Framework for Summarizing Medical Literature, Journal of Artificial Intelligence in Medicine, 33 (2), pp. 179-198.
[ doi:10.1016/j.artmed.2004.07.018 ]
NLP
MedInfo
2024
- Guanzhen Li, Yuxi Xie and Min-Yen Kan (2024) MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans?. In Proceedings of the Findings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24 Findings).
[ Dataset (@ HuggingFace) ]
NLP
- Yuxi Xie, Guanzhen Li, Xiao Xu and Min-Yen Kan (2024) V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization. In Proceedings of the Findings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24 Findings).
NLP
- Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan and Nancy F. Chen (2024) Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24).
NLP
- Naaman Tan, Josef Valvoda, Tianyu Liu, Anej Svete, Yanxia Qin, Min-Yen Kan and Ryan Cotterell (2024) A Fundamental Trade-off in Aligned Language Models and its Relation to Sampling Adaptors. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24). (Posted to cs.CL)
NLP
- Yajing Yang, Qian Liu and Min-Yen Kan (2024)
DataTales: A Benchmark for Real-World Intelligent Data Narration. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24).
NLP
- Esther Gan, Yiran Zhao, Liying Cheng, Mao Yancan, Anirudh Goyal, Kenji Kawaguchi, Min-Yen Kan and Michael Shieh (2024)
Reasoning Robustness of LLMs to Adversarial Typographical Errors. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24).
NLP
- Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan and Min Lin (2024) Beyond Memorization: The Challenge of Random Memory Access in Language Models. In Proceedings of the Annual Meeting fof the Association of Computational Linguistics (ACL '24). August. Bangkok, Thailand.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
[ 2024.acl-long.185 (@ ACL Anthology) ]
NLP
- Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen and Min-Yen Kan (2024) Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. In Proceedings of the Annual Meeting fof the Association of Computational Linguistics (ACL '24). August. Bangkok, Thailand. Area Chair Award
[ Local copy (.pdf) ]
[ 2024.acl-long.341 (@ ACL Anthology) ]
[ Poster (.pdf) ]
[ Slides (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Chuang Li, Yan Zhang, Min-Yen Kan and Haizhou Li (2024) UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking. Proceedings of the Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (Findings NAACL '24). Mexico City, Mexico. June 16–21, 2024.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria (2024) Self-Adaptive Sampling for Efficient Video Question Answering on Image-Text Models. Proceedings of the Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (Findings NAACL '24). Mexico City, Mexico. June 16–21, 2024.
(Posted to cs.CL, cs.MM, cs.AI, cs.CV)
[ Local copy (.pdf) ]
[ Slides (.pptx) ]
[ Poster (.pdf) ]
[ Short talk (.mp4) ]
[ Codebase (@ GitHub) ]
MM
NLP
- Qijiong Liu, Hengchang Hu, Jiahao Wu, Jieming Zhu, Min-Yen Kan and Xiao-Ming Wu (2024) Discrete Semantic Tokenization for Deep CTR Prediction. Proceedings of the ACM Web Conference '24. May 13-17. Singapore.
(Posted to cs.IR)
[ Local copy (.pdf) ]
[ doi:10.1145/3589335.3651558 ]
[ Short talk (.mp4) ]
[ Codebase (@ GitHub) ]
IR
- Yan Liu, Yu Liu, Xiaokang Chen, Pin-Yu Chen, Daoguang Zan, Min-Yen Kan and Tsung-Yi Ho (2024) The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models. In Proceedings of the Twelfth International Conference on Learning Representations (ICLR). May 7-11. Vienna, Austria.
[ Local copy (.pdf) ]
[ Slides (.pdf) ]
[ Poster (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Mike Zhang, Rob van der Goot, Min-Yen Kan and Barbara Plank (2024) NNOSE: Nearest Neighbor Occupational Skill Extraction. In Proceedings of the European Chapter of the Association for Computational Linguistics (EACL). March 17-22. St. Julians, Malta.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ Poster (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
-
Hengchang Hu, Wei Guo, Xu Liu, Yong Liu, Ruiming Tang, Rui Zhang and Min-Yen Kan (2024) User Behavior Enriched Temporal Knowledge Graph for Sequential Recommendation. In Proceedings of the The 17th ACM International Conference on Web Search and Data Mining. Mérida, Yucatán. March 4-8
[ Local copy (.pdf) ]
[ doi:10.1145/3616855.3635762 ]
IR
2023
-
Yuxi Xie, Guanzhen Li and Min-Yen Kan (2023)
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning
In Proceedings of the Conference on Findings of the Empirical Methods in Natural Language Processing (Findings of EMNLP '23). Singapore. December.
(Posted to cs.CL, cs.AI and cs.CV)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
MM
-
Xinyuan Lu, Liangming Pan, Qian Liu, Preslav Nakov and Min-Yen Kan (2023)
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP '23). Singapore. December.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
-
Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan and William Yang Wang (2023)
On the Risk of Misinformation Pollution with Large Language Models
In Proceedings of the Conference on Findings of the Empirical Methods in Natural Language Processing (Findings of EMNLP '23). Singapore. December.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
-
Shaurya Rohatgi, Yanxia Qin, Benjamin Aw, Niranjana Unnithan and Min-Yen Kan (2023)
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP '23). Singapore. December.
(Posted to cs.CL and cs.DL)
[ Local copy (.pdf) ]
[ Dataset (@ HuggingFace) ]
DL
NLP
-
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu and Diyi Yang (2023)
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP '23). Singapore. December.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
-
Shizhe Diao, Yongyu Lei, Liangming Pan, Tianqing Fang, Wangchunshu Zhou, Sedrick Scott Keh, Min-Yen Kan and Tong Zhang (2023)
Doolittle: Benchmarks and Corpora for Academic Writing Formalization
[ Local copy (.pdf) ]
[ Presentation Video (@ Underline) ]
[ Slides (.pdf) ]
[ Dataset (@ GitHub) ]
NLP
-
Yuxi Xie, Kenji Kawaguchi, Yiran Zhao, Xu Zhao, Min-Yen Kan, Junxian He and Qizhe Xie (2023)
Self-Evaluation Guided Beam Search for Reasoning. In Proceedings of Neural Information Processing Symposium (NeurIPS). New Orleans, USA. December 10-16.
(Posted to cs.CL, cs.AI and cs.LG)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
[ Paper Website ]
NLP ML
-
Hengchang Hu, Yiming Cao, Zhankui He, Samson Tan and Min-Yen
Kan (2023) Automatic Feature Fairness in Recommendation via
Adversaries. In Proceedings of the 1st SIGIR-AP Conference,
November 26-29, Beijing, China.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
IR
-
Liangming Pan, Yunxiang Zhang and Min-Yen Kan (2023)
Investigating Zero- and Few-shot Generalization in Fact
Verification. In Proceedings of the 13th International
Joint Conference on Natural Language Processing and the 3rd
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics (IJCNLP-AACL '23). (Posted to cs.CL)
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
-
Yan Meng, Liangming Pan, Yixin Cao and Min-Yen Kan (2023)
FollowUpQG: Towards Information-Seeking Follow-up Question
Generation. In Proceedings of the 13th International Joint
Conference on Natural Language Processing and the 3rd
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics (IJCNLP-AACL '23). (Posted to cs.CL)
[ Local copy (.pdf) ]
[ Dataset (@ GitHub) ]
NLP
-
Liangming Pan, Wenhu Chen, Min-Yen Kan and William Yang Wang (2023)
Attacking Open-domain Question Answering by Injecting
Misinformation. In Proceedings of the 13th International
Joint Conference on Natural Language Processing and the 3rd
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics (IJCNLP-AACL '23). (Posted to cs.CL) Area Chair Award (Question Answering)
[ Local copy (.pdf) ]
[ Codebase and Dataset (@ GitHub) ]
NLP
-
Hengchang Hu, Wei Guo, Yong Liu and Min-Yen Kan (2023)
Adaptive Multi-Modalities Fusion in Sequential
Recommendation Systems. In Proceedings of the 32nd ACM
International Conference on Information and Knowledge
Management (CIKM '23), University of Birmingham and Eastside Rooms, United
Kingdom, 21-25 October 2023.
[ Local copy (.pdf) ]
[ doi:10.1145/3583780.3614775 ]
[ Codebase (@ GitHub) ]
IR
-
Chuang Li, Hengchang Hu, Yan Zhang, Min-Yen Kan and Haizhou Li (2023) A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems. In Proceedings of 5th KaRS Workshop, 2023, Singapore.
(Posted to cs.IR and cs.CL)
[ Local copy (.pdf) ]
[ At CeUR (.pdf) ]
[ Paper List (@ GitHub) ]
[ Slides (@ Speakerdeck) ]
IR
- Longshen Ou, Xichu Ma, Min-Yen Kan and Ye Wang (2023) Songs
Across Borders: Singable and Controllable Neural Lyric
Translation. In Proceedings of the 61st Annual Meeting of the
Association for Computational Linguistics (ACL'23). Toronto,
Canada. Jul 9--14.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
MM
- Taha Aksu, Min-Yen Kan and Nancy F. Chen (2023) Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation.
In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'23). Toronto, Canada. Jul 9--14.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan and Preslav Nakov (2023) Fact-Checking Complex Claims with Program-Guided Reasoning.
In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'23). Toronto, Canada. Jul 9--14. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2023.acl-long.386 (@ ACL Anthology) ]
[ Codebase (@ GitHub) ]
NLP
- Keng Ji Chow, Samson Tan and Min-Yen Kan (2023) TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL'23). Dubrovnik, Crotia. May 2-6. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2023.eacl-main.242 (@ ACL Anthology) ]
NLP
MM
- Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan and Soujanya Poria (2023) UDAPTER - Efficient Domain Adaptation Using Adapters. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL'23). Dubrovnik, Crotia. May 2-6.
(Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2023.eacl-main.165 (@ ACL Anthology) ]
NLP
- Luciana Benotti, Karën Fort, Min-Yen Kan and Yulia Tsvetkov (2022) Understanding Ethics in NLP Authoring and Reviewing. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL'23). Dubrovnik, Crotia. May 2-6. Tutorial Abstract.
[ Local copy (.pdf) ]
[ 2023.eacl-tutorials.4 (@ ACL Anthology) ]
[ Tutorial Website (acl-org@ GitHub) ]
NLP
Ethics
- Xinyuan Lu and Min-Yen Kan (2023) Improving Recommendation Systems with User Personality Inferred from Product Reviews. In Proceedings of the WSDM 2023 Workshop on Interactive Recommender Systems (IRS-WSDM'23) Singapore, Singapore. 3 March. Non-archival. (Posted to cs.IR)
[ Local copy (.pdf) ]
[ Slides (@ Speakerdeck) ]
IR
2022
- Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Min-Yen Kan, Dechen Zhan and Jian-Guang Lou (2022) Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. In Proceedings of the Empirical Methods for Natural Language Processing (EMNLP '22). Abu Dhabi, UAE. Dec. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2022.emnlp-main.350 (@ ACL Anthology) ]
NLP
-
Wei Han, Hui Chen, Min-Yen Kan and Soujanya Poria (2022)
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. In Proceedings of the Empirical Methods for Natural Language Processing (EMNLP '22). Abu Dhabi, UAE. Dec. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2022.emnlp-main.717 (@ ACL Anthology) ]
[ Codebase (@ GitHub) ]
MM
NLP
-
Po-Wei Huang, Abhinav Ramesh Kashyap, Yanxia Qin, Yajing Yang and Min-Yen Kan (2022) Lightweight Contextual Logical Structure Recovery. In the Proceedings of 3rd Workshop on Scholarly Document Processing @ COLING '22 (SDP '22). October 16. Gyeongju, Republic of Korea.
[ Local copy (.pdf) ]
[ Presentation Video @ Underline ]
[ Slides (.pdf) ]
[ 2022.sdp-1.5 (@ ACL Anthology) ]
NLP
-
Hengchang Hu, Liangming Pan, Yiding Ran and Min-Yen Kan (2022) Modeling and Leveraging Prerequisite Context in Recommendation. In the Proceedings of the Workshop on Context-Aware Recommendation Systems (CARS) at ACM RecSys '22.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
IR
-
Yiding Ran, Hengchang Hu and Min-Yen Kan (2022) PM K-LightGCN: Optimizing for Accuracy and Popularity Match in Course Recommendation. In the Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems at ACM RecSys '22. Short paper.
[ Local copy (.pdf) ]
[ Slides (@ Speakerdeck) ]
[ Video @ YouTube ]
IR
- Lin Xu, Qixian Zhou, Jinlan Fu, Min-Yen Kan and See-Kiong Ng (2022) CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations. In Proceedings of the 29th International Conference on Computational Linguistics (COLING '22). October 12-17. Gyeongju, Republic of Korea. Full Paper.
[ Local copy (.pdf) ]
[ 2022.coling-1.38 (@ ACL Anthology) ]
[ Codebase (@ GitHub) ]
NLP
- Saurabh Jain, Yisong Miao and Min-Yen Kan (2022) Comparative Snippet Generation. In Proceedings of the 5th Workshop on e-Commerce and NLP. Dublin, Ireland. May. (Posted to cs.CL)
[ Local copy (.pdf) ] [ 2022.ecnlp-1.7 (@ ACL Anthology) ] [ Poster (.pdf) ] [ Dataset (@ GitHub) ]
NLP
IR
- Yunxiang Zhang, Liangming Pan, Samson Tan and Min-Yen Kan (2022) Interpreting the Robustness of Neural NLP Models to Textual Perturbations. Findings of Association for Computational Linguistics '22. Dublin, Ireland. May.
[ .pdf (preprint) ]
[ 2022.findings-acl.315 (@ ACL Anthology) ]
[ Slides (.pdf) ] [ Poster (.pdf) ]
NLP
- Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann and Soujanya Poria (2022) So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. Proceedings of the Annual Meeting of the Association for Computational Linguistics '22. Dublin, Ireland. May. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2022.acl-long.32 (@ ACL Anthology) ]
[ Slides (.pdf) ] [ Poster (.pdf) ] [ Video (.mp4) ] NLP
- Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan and Nancy F. Chen (2022) N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. Findings of Association for Computational Linguistics '22. Dublin, Ireland. May. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2022.findings-acl.131 (@ ACL Anthology) ]
[ Slides (.pdf) ] [ Poster (.pdf) ] [ Video (.mp4) ] NLP
- Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che and Min-Yen Kan (2022) GL-CLeF: A Global--Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. Proceedings of the Annual Meeting of the Association for Computational Linguistics '22. Dublin, Ireland. May. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2022.acl-long.191 (@ ACL Anthology) ]
[ Slides (.pdf) ] [ Poster (.pdf) ] [ Codebase (@ GitHub) ] NLP
2021
- Xichu Ma, Ye Wang, Min-Yen Kan and Wee Sun Lee (2021) AI-Lyricist: Generating Music and Vocabulary Constrained Lyrics In Proceedings of the ACM Conference on Multimedai (ACM MM '21). 20-24 October 2021, Chengdu, China.
[ Local copy (.pdf) ]
[ Slides (.pdf) ]
MM
- Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen (2021) Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. In Proceedings of The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL '21), 29-31 July 2021, Singapore
[ Local copy (.pdf) ]
[ Slides (.pdf) ]
[ Slides (@ Speakerdeck) ]
[ Video @ YouTube ]
NLP
- Jiaqi Li, Ming Liu, Zihao Zheng, Heng Zhang, Bing Qin, Min-Yen Kan and Ting Liu (2021) DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension. In Proceedings of International Joint Conference on Neural Networks (IJCNN'21) (Posted to cs.CL)
[ Local copy (.pdf) ]
[ Slides (.pdf) ]
[ Slides (@ Speakerdeck) ]
NLP
- Abhinav Ramesh Kashyap, Laiba Mehnaz, Bhavitvya Malik, Abdul Waheed, Devamanyu Hazarika, Min-Yen Kan and Rajiv Ratn Shah (2021) Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer. In Proceedings of the Adapt-NLP 2021 workshop.
[ Local copy (.pdf) ]
[ ACL Anthology (2021.adaptnlp-1.23) ]
[ Poster (.pdf) ]
NLP
- Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang. (2021) Zero-shot Fact Verification by Claim Generation. (Short Paper). ACL-IJCNLP, 2021.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Samson Tan, Shafiq Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan (2021) Reliability Testing for Natural Language Processing Systems. In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Long Paper). ACL-IJCNLP 2021. Best Paper Nominee
[ Local copy (.pdf) ]
[ ACL Anthology (2021.acl-long.321.pdf) ]
[ Video @ YouTube ]
NLP
- Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan and William Yang Wang (2021) Unsupervised Multi-hop Question Answering by Question Generation. In Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics.
[ Local copy (.pdf) ]
[ Codebase (@ GitHub) ]
NLP
- Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan and Roger Zimmermann (2021) Domain Divergences: a Survey and Empirical Analysis. In Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics. (Posted to cs.CL)
[ Local copy (.pdf) ]
NLP
2020
- Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu and Bing Qin (2020) Molweni: A Challenge Multiparty Dialogue-based Machine Reading Comprehension Dataset with Discourse Structure. In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020). Online. 8-13 December. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ 2020.coling-main.238 (@ ACL Anthology) ]
[ Poster (.png) ]
[ Molweni Corpus (HIT-SCIR @ GitHub) ]
NLP
- Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan and Yansong Feng (2020) Exploring Question-Specific Rewards for Generating Deep Questions. In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020). Online. 8-13 December. (Posted to cs.CL)
[ .pdf (preprint) ]
[ 2020.coling-main.228 (@ ACL Anthology) ]
[ Codebase (@ GitHub) ]
[ Slides (.pdf) ]
[ Slides (@ Speakerdeck) ]
NLP
- Akshay Bhola, Kishaloy Halder, Animesh Prasad and Min-Yen Kan (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework. In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020). Online. 8-13 December.
[ .pdf (preprint)]
[ 2020.coling-main.513 (@ ACL Anthology) ]
[ Slides (.pdf) ]
[ Slides (@ Speakerdeck) ]
[ Code and Dataset (@ GitHub) ]
IR
NLP
- Abhinav Ramesh Kashyap and Min-Yen Kan (2020) SciWING - A Software Toolkit for Scientific Document Processing. In 1st Workshop on Scholarly Document Processing @ EMNLP 2020. Demonstration Paper.
[ .pdf (preprint) ]
[ Demo Video (2m @ YouTube) ]
[ SciWING Code (@ GitHub) ]
[ SciWING Website ]
DL
NLP
- Samson Tan, Shafiq Joty, Lav R. Varshney and Min-Yen Kan (2020) Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ ACL Anthology (2020.emnlp-main.455) ]
[ BITE Codebase (Salesforce @ GitHub) ]
NLP
- Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan and Tat-Seng Chua (2020) Re-examining the Role of Schema Linking in Text-to-SQL. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing.
[ Local copy (.pdf) ]
[ ACL Anthology (2020.emnlp-main.564) ]
[ SLSQL Codebase (@ GitHub) ]
NLP
- Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yugang Jiang and Tat-Seng Chua (2020) Multi-modal Cooking Workflow Construction for Food Recipes. In Proceedings of the 28th ACM International Conference on Multimedia. (Posted to cs.CL)
[ Local copy (.pdf) ]
[ doi:10.1145/3394171.3413765 ]
MM
- Shi Tian, Abhinav Ramesh Kashyap and Min-Yen Kan (2020) ServiceMarq: Extracting Service Contributions from Call for Papers. In Proceedings of the ACM Symposium on Document Engineering 2020 (DocEng '20). Association for Computing Machinery, New York, NY, USA, Article 20, 1-4.
[ Local copy (.pdf) ]
[ doi:10.1145/3395027.3419596 ]
[ ServiceMarq Codebase (@ GitHub) ]
[ Front End Codebase (@ GitHub) ]
DL
- Van-Hoang Nguyen, Kazunari Sugiyama, Preslav Nakov and Min-Yen Kan (2020) FANG: Leveraging Social Context for Fake News Detection Using Graph Representation. In Proceedings of the ACM International Conference on Information and Knowledge Management. CIKM '20. (Posted to cs.CL, cs.SI, cs.IR and cs.LG) Best Paper Award
[ Local copy (.pdf) ]
[ .pdf (preprint) ]
[ Post presentation Video @ Vimeo (1h20m invited talk at HIT, China) ]
[ doi:10.1145/3340531.3412046 ]
NLP
- Liangming Pan, Yuxi Xie, Yansong Feng, Tat Seng Chua and Min-Yen Kan (2020) Semantic Graphs for Generating Deep Questions. In Proceedings of the 2020 Annual Meeting of the Association of Computational Linguistics (ACL '20).
[ .pdf (preprint) ]
[ 2020.acl-main.135 (@ ACL Anthology) ]
[ Codebase (@ GitHub) ]
NLP
- Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu and Tat-Seng Chua (2020) Expertise Style Transfer: A New Task Towards Better Communcation between Experts and Laymen. In Proceedings of the 2020 Annual Meeting of the Association of Computational Linguistics (ACL '20).
[ .pdf (preprint) ]
[ 2020.acl-main.100 (@ ACL Anthology) ]
[ Dataset Homepage ]
NLP
- Samson Tan, Shafiq Joty, Min-Yen Kan and Richard Socher (2020) It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. In Proceedings of the 2020 Annual Meeting of the Association of Computational Linguistics (ACL '20). (Posted to CS.cl)
[ Local copy (.pdf) (copy from arXiv, version 1) ]
[ 2020.acl-main.263 (@ ACL Anthology) ]
[ Slides (.pdf) ]
NLP
- Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan and Tat Seng Chua (2020). Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. In Proceedings of the Thirteenth ACM International Conference on Web Search and Data Mining (WSDM '20).
[ Local copy (.pdf) ]
[ Poster (.pdf) ]
[ Slides (.pdf) ]
[ Source code and Website (github.io) ]
[ doi:10.1145/3336191.3371769 ]
IR
NLP
2019 and older
- Chenglei Si, Kui Wu, Ai Ti Aw and Min-Yen Kan (2019) Sentiment Aware Neural Machine Translation. In Proceedings of the 6th Workshop on Asian Translation. November, Hong Kong, China.
[ .pdf ]
[ ACL Anthology (D19-5227) ]
NLP
- Animesh Prasad, Saumya Ahuja, Shenhao Jiang, Bimlesh Wadhwa and Min-Yen Kan (2019) ChairVisE: An analytic lens for conference submission data. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL '19), June, Urbana-Champaign, USA, IEEE Press. Demonstration Paper.
[ .pdf ]
DL
- Xuan Su, Animesh Prasad, Min-Yen Kan and Kazunari Sugiyama (2019) Neural Multi-Task Learning for Citation Function and Provenance. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL '19), June, Urbana-Champaign, USA, IEEE Press. Poster Paper.
[ Longer Version @ arxiv:cs.CL ]
[ .pdf ]
NLP
DL
- Animesh Prasad, Chenglei Si and Min-Yen Kan (2019) Towards Joint End-to-End Dataset Mention Extraction and Classification, In Proc. of the Workshop on extracting structured knowledge from scientific publications (ESSP '19). Minneapolis, USA: June 7, 2019.
[ .pdf ]
NLP
DL
- Animesh Prasad and Min-Yen Kan (2019) Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction, In Proc. of the the North American Chapter Meeting of the Association for Computational Linguistics (NAACL '19). Minneapolis, USA: June 2-7, 2019.
[ .pdf ]
[ Codebase (@ GitHub) ]
NLP
- Kishaloy Halder, Min-Yen Kan and Kazunari Sugiyama (2019) Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture, In Proc. of the North American Chapter Meeting of the Association for Computational Linguistics (NAACL '19). Minneapolis, USA: June 2-7, 2019.
[ .pdf ]
IR
MedInfo
NLP
- Nguyen Van Hoang, Kazunari Sugiyama, Min-Yen Kan and Kishaloy Halder (2018) Treatment Side Effect Prediction from Online User-generated Content, In Proc. of the Ninth International Workshop on Health Text Mining and Information Analysis (LOUHI '18), Brussels, Belgium: October 31-November 1.
[ .pdf ]
NLP
MedInfo
- Ya-Hui An, Muthu Kumar Chandresekaran, Min-Yen Kan and Yan Fu (2018) MUIR: Cross-Linking MOOC Resources to Enhance Discussion Forums, In Proceedings of the 22nd International Conference on Theory and Practice of Digital Libraries (TPDL 2018), Porto, Portugal: September 10-13, 2018.
[ .pdf ]
[ Slides (.pdf) ]
DL
EdTech
- Shenhao Jiang, Animesh Prasad, Min-Yen Kan and Kazunari Sugiyama (2018) Identifying Emergent Research Trends by Key Authors and Phrases, In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, New Mexico, USA: August 2018.
[ .pdf ]
[ Codebase (@ GitHub) ]
NLP
Bibliometrics
DL
- Muthu Kumar Chandrasekaran and Min-Yen Kan (2018) Countering Position Bias in Instructor Interventions in MOOC Discussion Forums, In The 5th Workshop on Natural Language Processing Techniques for Educational Applications, Melbourne, Australia: July 2018.
[ .pdf ]
[ ACL Anthology (W18-3720) ]
[ Poster (.pdf) ]
EdTech
- Daniel Gildea, Min-Yen Kan, Nitin Madnani, Christoph Teichmann and Martín Villalba (2018) The ACL Anthology: Current State and Future Directions, In Workshop for Natural Language Processing Open Source Software (NLP-OSS 2018), Melbourne, Australia: July 2018.
[ Local copy (.pdf) ]
[ ACL Anthology (W18-2504) ]
[ Poster (.pdf) ]
[ Slides (.pdf) ]
DL
NLP
- Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He and Dawei Yin (2018) Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia: July 2018.
[ .pdf ]
[ ACL Anthology (P18-1133) ]
[ Poster (.pdf) ]
[ Code @ GitHub ]
NLP
- Kishaloy Halder, Lahari Poddar and Min-Yen Kan (2018) Cold
Start Thread Recommendation as Extreme Multi-label
Classification, In XMLC for Social Media: WWW 2018
Companion: The 2018 Web Conference Companion, April 23-27,
2018, Lyon, France.
ACM, New York, NY, USA, 8 pages.
[ .pdf ]
[ doi:10.1145/3184558.3191659 ]
[ Slides (.pdf) ]
[ Slides (via Speakerdeck) ]
IR
NLP
Web
-
Wenqiang Lei, Yuanxin Xiang, Yuwei Wang, Qian Zhong, Meichun
Liu and Min-Yen Kan (2018) Linguistic Properties Matter for
Implicit Discourse Relation Recognition: Combining Semantic
Interaction, Topic Continuity and Attribution. Proceedings
of the 32nd AAAI Conference on Artificial Intelligence
(AAAI-'18). February 2-7.
[ .pdf (preprint) ] [ Slides (.pdf) ] [ Slides (via Speakerdeck) ]
NLP
-
Kishaloy Halder, Min-Yen Kan and Kazunari Sugiyama (2017) Health Forum Recommendation Using an Interest Aware Topic Model. In CIKM2017 International Conference on Information and Knowledge Management. November 2017. Singapore.
NLP
Web
- Kishaloy Halder, Lahari Poddar and Min-Yen Kan (2017) Modeling Temporal Progression of Emotional Status in
Mental Health Forum: A Recurrent Neural Net Approach. In Proceedings of 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA '17). September 2017. Copenhagen, Denmark.
[ .pdf (preprint) ]
[ Poster (.pdf) ]
[ Code @ GitHub ]
NLP
Web
- Wenqiang Lei, Xuancong Wang, Meichun Liu, Ilija Ilievski, Xiangnan He and Min-Yen Kan (2017) SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI '17), August 2017, Melbourne, Australia.
[ .pdf (preprint) ]
NLP
- Animesh Prasad and Min-Yen Kan (2017). WING-NUS at SemEval-2017 Task 10: Keyphrase Identification and Classification as Joint Sequence Labeling. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), Association of Computational Linguistics, August 2017, Vancouver, Canada, pp. 972--976.
[ .pdf (preprint) ]
[ Poster (.pdf) ]
NLP
- Kiruthika Ragupathi, Muthu Kumar Chandrasekaran, Min-Yen Kan and Bernard C.Y. Tan (2017). Investigating Student Learning in Online Discussion Forums through a Transactivity Framework. In Proceedings of the International Society for the Scholarship of Teaching and Learning (ISSoTL '17). Abstract Paper.
[ Presentation (.pdf) ]
EdTech
- Muthu Kumar Chandrasekaran, Carrie Demmans Epp, Min-Yen Kan and Diane Litman (2017). Using Discourse Signals for Robust Instructor Intervention Prediction. In Proceedings of the Thirty-First AAAI conference on Artificial Intelligence (AAAI-17), San Francisco, USA, 3415-3421, AAAI.
[ .pdf ]
[ arxiv:cs.AI ]
[ Poster (.pdf) ] [ Code @ GitHub ]
NLP
EdTech
- Kang Hong Jin, Tao Chen, Muthu Kumar Chandrasekaran and Min-Yen Kan (2016). A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation. In Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications (NLP-TEA-3), Osaka, Japan. Pp. 30-39.
[ .pdf (preprint) ]
[ arxiv:cs.CL ]
NLP
- Jovian Lin, Kazunari Sugiyama, Min-Yen Kan and Tat-Seng Chua (2016) Scrutinizing Mobile App Recommendation: Identifying Important App-related Indicators, In Proceedings of the 12th Asia Information Retrieval Societies Conference (AIRS '16). Beijing, China. November 30 - December 2.
[ .pdf (preprint) ]
[ Slides (.pdf) ]
IR
Web
- Tao Chen, Xiangnan He and Min-Yen Kan (2016). Context-aware Image Tweet Modelling and Recommendation. In Proceedings of the 24th ACM International Conference on Multimedia (MM'16), Amsterdam, The Netherlands. 15-19 Oct.
[ .pdf (preprint) ] [ Dataset @ GitHub ] [ Poster (.pdf) ] [ Slides (via Speakerdeck) ]
MM
- Jerome Cheng, Kazunari Sugiyama and Min-Yen Kan (2016). Linking Organizational Social Network Profiles. In Proceedings of Special Interest Group on Information Retrieval (SIGIR '16). Pisa, Italy. July 17-21. Short Paper.
[ .pdf (preprint) ]
[ Poster (.pdf) ]
IR
Web
- Xiangnan He, Hanwang Zhang, Min-Yen Kan and Tat-Seng Chua
(2016). Fast Matrix Factorization for Online Recommendation
with Implicit Feedback. In Proceedings of Special Interest Group on Information Retrieval (SIGIR '16). Pisa, Italy. July 17-21.
[ .pdf (preprint) ]
IR
Web
- Muthu Kumar Chandrasekaran, Kiruthika Ragupathi, Min-Yen Kan,
and Bernard C. Y. Tan (2015). Towards Feasible Instructor
Intervention in MOOC Discussion Forums. In Proceedings of
36th International Conference on Information Systems, (ICIS
'15), Forth Worth, Texas. Research in Progress Paper.
[ .pdf (preprint) ] [ Poster (.pdf) ]
EdTech
- Xiangnan He, Tao Chen, Min-Yen Kan and Xiao Chen
(2015). TriRank: Review-aware Explainable Recommendation by
Modeling Aspects. In Proceedings of the 24th ACM
International Conference on Information and Knowledge
Management (CIKM 2015), Melbourne, Australia, October. pp. 1661-1670.
[ .pdf (preprint) ]
[ doi:10.1145/2806416.2806504 ]
[ Slides (via Speakerdeck) ]
IR
Web
- Bang Hui Lim, Dongyuan Lu, Tao Chen and Min-Yen Kan
(2015). #mytweet via Instagram: Exploring User Behaviour
across Multiple Social Networks. In
Proceedings of IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM '15), Paris,
France.
[ .pdf (preprint) ]
[ arxiv:cs.SI ]
[ Slides (.pdf) ]
[ Slides (via Speakerdeck) ]
NLP
IR
Web
- Tao Chen, Naijia Zheng, Yue Zhao, Muthu Kumar Chandrasekaran,
Min-Yen Kan (2015). Interactive Second Language Learning
from News Websites. In Proceedings of
2nd Workshop on Natural Language Processing Techniques for
Educational Applications (NLP-TEA '15), Beijing, China.
[ .pdf (preprint) ]
[ doi:10.18653/v1/W15-4406 ]
[ Video Demo (via YouTube) ]
NLP
- Muthu Kumar Chandrasekaran, Min-Yen Kan, Kiruthika Ragupathi and
Bernard C. Y. Tan (2015). Learning instructor intervention from
MOOC forums: Early Results and Issues. In
Proceedings of Education Data Mining (EDM '15), Madrid, Spain.
[ .pdf (preprint) ]
[ arxiv:cs.CY ]
[ Slides (via Speakerdeck) ]
EdTech
- Nguyen Viet Cuong, Muthu Kumar Chandrasekaran, Min-Yen Kan and Wee Sun Lee (2015) Scholarly Document Information Extraction using Extensible Features for Efficient Higher Order Semi-CRFs. Proceedings of the Joint Conference on Digital Libraries (JCDL '15). 21-25 June. Knoxville, TN, USA. Pages 61-64.
[ .pdf (preprint) ]
[ doi:10.1145/2756406.2756946 ]
[ Slides (via speakerdeck.com) ]
[ Video ]
DL
- Min-Yen Kan (2015) Serving the Readers of Scholarly Documents: A Grand Challenge for the Introspective Digital Library. In Proceedings of the Second International Conference on Big Data and Smart Computing. Jeju Island, S. Korea. 9-12 February. Invited Paper.
[ .pdf (preprint) ]
[ Slides (via speakerdeck.com) ]
DL
- Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan and
Dongyuan Lu (2014) VELDA: Relating an Image Tweet's Text and
Images. In Proceedings of the 29th AAAI
Conference on Artificial Intelligence (AAAI-15). Austin,
Texas, USA. 25-30 January.
[ .pdf (preprint) ]
[ Poster (.pdf) ]
MM
NLP
IR
Web
- Haochen Zhang, Min-Yen Kan, Yiqun Liu, and Shaoping Ma (2014) Online Social Network Profile Linkage Based on Cost-Sensitive Feature Acquisition. In Proceedings of Social Media Processing (SMP '14). pp 117-128. 1-2 November, Beijing, China.
[ .pdf (preprint) ]
[ doi:10.1007/978-3-662-45558-6_11 ]
IR
Web
- Haochen Zhang, Min-Yen Kan, Yiqun Liu, and Shaoping Ma (2014) Online Social Network Profile Linkage. In Proceedings of Asian Information Retrieval Symposium (AIRS '14). 3-5 December, Kuching, Malaysia.
[ .pdf (preprint) ]
IR
Web
- Xiangnan He, Ming Gao, Min-Yen Kan, Yiqun Liu and Kazunari Sugiyama (2014) Predicting the Popularity of Web 2.0 Items Based on User Comments. In Proceedings of Special Interest Group on Information Retrieval (SIGIR '14). Gold Coast, Australia. pp. 233-242. July 6-11.
[ .pdf (preprint) ]
[ doi:10.1145/2600428.2609558 ]
[ Slides (via speakerdeck.com) ]
IR
Web
- Jovian Lin, Kazunari Sugiyama, Min-Yen Kan and Tat-Seng Chua (2014) New and Improved: Modeling Versions to Improve App Recommendation. Proceedings of Special Interest Group on Information Retrieval (SIGIR '14). Gold Coast, Australia. pp. 647-656. July 6-11.
[ .pdf (preprint) ]
[ doi:10.1145/2600428.2609560 ]
[ Slides (via speakerdeck.com) ]
IR
Web
- Jun-Ping Ng, Yan Chen, Min-Yen Kan and Zhoujun Li (2014) Exploiting Timelines to Enhance Multi-document Summarization. In the Proc. of the Annual Meeting of the Association of Computational Linguistics. Baltimore, USA. June. pp. 923-933.
[ .pdf (preprint) ]
[ ACL Anthology (P14-1087) ]
[ Slides (.ppt) ]
[ Slides (via speakerdeck.com) ]
[ Video ]
NLP
- Xiangnan He, Min-Yen Kan, Peichu Xie and Xiao Chen (2014) Comment-based Multi-View Clustering of Web 2.0 Items. Proceedings of the 23rd International Conference on the World Wide Web (WWW '14), Seoul, South Korea, April 7-11. pp. 771-782.
[ .pdf (preprint) ]
[ doi:10.1145/2566486.2567975 ]
[ Slides (.pdf) ]
[ Slides (via speakerdeck.com) ]
Web
- Jun-Ping Ng, Min-Yen Kan, Ziheng Lin, Wei Feng, Bin Chen, Jian Su and Chew-Lim Tan (2013) Exploiting Discourse Analysis for Article-Wide Temporal Classification. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. Seattle, USA. October. pp. 12-23.
[ .pdf (preprint) ] [ ACL Anthology (D13-1002) ]
[ Slides (.pdf) ]
NLP
- Yiping Jin, Min-Yen Kan, Jun Ping Ng and Xiangnan He (2013) Mining Scientific Terms and their Definitions: A Study of the ACL Anthology. In the Proceedings of the Conference on Empirical Methods in Natural Language Processing. Seattle, USA. October. pp. 780-790.
[ .pdf (preprint) ] [ ACL Anthology (D13-1073) ] [ Corpus ] [ Poster (.pdf) ]
NLP
- Tao Chen, Dongyuan Lu, Min-Yen Kan and Peng Cui (2013) Understanding and Classifying Image Tweets. In Proceedings of the ACM Conference on Multimedia (MM). Barcelona, Spain. October. pp 781-784. Short Paper.
[ .pdf (preprint) ]
[ Poster (.pdf) ]
MM
- Aobo Wang, Min-Yen Kan, Daniel Andrade, Takashi Onishi and Kai Ishikawa (2013) Chinese Informal Word Normalization: an Experimental Study. In Proceedings of the International Joint Conference on Natural Language Processing (IJCNLP). Nagoya, Japan. November. pp. 127-135.
[ .pdf (preprint) ]
[ Slides (.pdf) ]
NLP
- Jovian Lin, Kazunari Sugiyama, Min-Yen Kan and Tat-Seng Chua (2013) Addressing Cold-Start in App Recommendation: Latent User Models Constructed from Twitter Followers. In the Proceedings of Special Interest Group on Information Retrieval (SIGIR '13). 28 July-1 August. Dublin, Ireland. pp. 283-292.
[ .pdf (preprint) ]
[ doi:10.1145/2484028.2484035 ]
[ Slides (.pdf) ]
[ Slides (via speakerdeck.com) ]
IR
Web
- Aobo Wang and Min-Yen Kan (2013) Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL '13). 4-9 August. Sofia, Bulgaria. pp. 731-741.
[ .pdf (preprint) ]
[ ACL Anthology (P13-1072) ]
[ Poster (.pdf) ]
NLP
- Kazunari Sugiyama and Min-Yen Kan (2013) Exploiting Potential Citation Papers in Scholarly Paper Recommendation. In Proceedings of the Joint Conference on Digital Libraries (JCDL '13). 22-26 July, Indianapolis, USA. pp. 153-162. Vannevar Bush Best Paper Award
[ .pdf (preprint) ]
[ doi:10.1145/2467696.2467701 ]
[ Slides (.pdf) ]
DL
- Huy Do Hoang Nhat, Muthu Kumar C., Philip S. Cho and Min-Yen Kan (2013) Extracting and Matching Authors and Affiliations in Scholarly Documents. In Proceedings of the Joint Conference on Digital Libraries (JCDL '13). 22-26 July, Indianapolis, USA. pp. 219-228.
[ .pdf (preprint) ]
[ doi:10.1145/2467696.2467703 ]
[ Slides (.pptx) ]
DL
- Bamdad Bahrani and Min-Yen Kan (2013) Multimodal Alignment of Scholarly Documents and Their Presentations. In Proceedings of the Joint Conference on Digital Libraries (JCDL '13). 22-26 July, Indianapolis, USA. pp. 281-284. Short Paper.
[ .pdf (preprint) ]
[ doi:10.1145/2467696.2467741 ]
[ Slides (.pptx) ]
DL
MM
- Jesse Prabawa Gozali, Min-Yen Kan and Hari Sundaram (2013) Constructing an Anonymous Dataset From the Personal Digital Photo Libraries of Mac App Store Users. In Proceedings of the Joint Conference on Digital Libraries (JCDL '13). 22-26 July, Indianapolis, USA. pp. 305-308. Short Paper.
[ .pdf (preprint) ]
[ doi:10.1145/2467696.2467730 ]
[ Slides (.pptx) ]
DL
MM
- Jun-Ping Ng and Min-Yen Kan (2012) Improved Temporal Relation Classification using Dependency Parses and Selective Crowdsourced Annotations. In Proceedings of the International Conference on Computational Linguistics (COLING 2012). Mumbai, India. 8-15 December.
[ .pdf (preprint) ]
[ ACL Anthology (C12-1129) ]
[ Slides (.pdf) ]
[ Dataset ]
NLP
- Jun-Ping Ng, Praveen Bysani, Ziheng Lin, Min-Yen Kan and Chew-Lim Tan (2012) Exploiting Category-Specific Information for Multi-Document Summarization. Forthcoming in Proceedings of the International Conference on Computational Linguistics (COLING 2012). Mumbai, India. 8-15 December.
[ .pdf (preprint) ]
[ ACL Anthology (C12-1128) ]
[ Slides (.pdf) ]
NLP
- Jin Zhao, Praveen Bysani and Min-Yen Kan (2012) Exploiting Classification Correlations for the Extraction of Evidence-based Practice Information. In Proceedings of the AMIA 2012 Annual Symposium. November 3-7, Chicago, USA.
[ .pdf (preprint) ]
IR
MedInfo
- Anqi Cui, Liner Yang, Dejun Hou, Min-Yen Kan, Yiqun Liu, Min Zhang and Shaoping Ma (2012) PrEV: Preservation Explorer and Vault for Web 2.0 User-Generated Content. In Proceedings of the Theory and Practice of Digital Libraries (TPDL 2012), Paphos, Cyprus. pp. 101-112. Lecture Notes in Computer Science, Volume 7489/2012.
[ .pdf (preprint) ]
[ doi:10.1007/978-3-642-33290-6_12 ]
[ Slides (.pdf) ]
DL
Web
- Praveen Bysani and Min-Yen Kan (2012) Integrating User-Generated Content in the ACL Anthology. In Proceedings of the ACL Special Workshop 2012 on Rediscovering 50 years of Discoveries. pp. 83-87.
[ .pdf (preprint) ]
[ ACL Anthology (W12-3209) ]
[ Slides (.pdf) ]
NLP
- Aobo Wang, Tao Chen and Min-Yen Kan (2012) Re-tweeting from a Linguistic Perspective. In Proceedings of the NAACL-HLT 2012 Workshop on Language in Social Media. Montréal, Canada. pp. 46-55.
[ .pdf (preprint) ]
[ ACL Anthology (W12-2106) ]
[ Slides (.pdf) ]
[ Demo and Corpus ]
NLP
- Ziheng Lin, Chang Liu, Hwee Tou Ng and Min-Yen Kan (2012) Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012). Jeju, Korea. pp. 1006-1014.
[ .pdf (preprint) ]
[ ACL Anthology (P12-1106) ]
[ Poster (.pdf) ]
[ Software (.zip) ]
NLP
- Jesse Prabawa Gozali, Min-Yen Kan and Hari Sundaram (2012) How Do People Organize Their Photos in Each Event and How Does It Affect Storytelling, Searching and Interpretation Tasks? In Proceedings of the 12th ACM/IEEE Joint Conference on Digital Libraries (JCDL '12). Washington, DC, USA. pp. 315-324.
[ .pdf (preprint) ]
[ doi:10.1145/2232817.2232875 ]
[ Slides (.pdf) ]
DL
HCI
MM
- Jesse Prabawa Gozali, Min-Yen Kan and Hari Sundaram (2012) Hidden Markov Model for Event Photo Stream Segmentation. In Proceedings of the IEEE ICME 2012 Workshop on Human-Focused Communications in the 3D Continuum (HFC3D). Melbourne, Australia. pp. 25-30.
[ .pdf (preprint) ]
[ doi:10.1109/ICMEW.2012.12 ]
[ Slides (.pdf) ]
DL
MM
- Jonathan Y. H. Poon, Kazunari Sugiyama, Yee Fan Tan and Min-Yen Kan (2012) Instructor-Centric Source Code Plagiarism Detection and Plagiarism Corpus. In Proceedings of the 17th Annual ACM SIGCSE Conference on Innovation and Technology in Computer Science Education (ITiCSE 2012). Haifa, Israel. pp. 122-127.
[ .pdf (preprint) ]
[ doi:10.1145/2325296.2325328 ]
[ Slides (.pdf) ]
[ SSID system (@ GitHub) ]
[ SSID homepage ]
DL
IR
NLP
EdTech
HCI
- Ziheng Lin, Hwee Tou Ng and Min-Yen Kan (2011) Automatically Evaluating Text Coherence Using Discourse Relations. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011). Portland, Oregon, USA. pp. 997-1006.
[ .pdf (preprint) ]
[ ACL Anthology (P11-1100) ]
[ Slides (.pdf) ]
NLP
- Kazunari Sugiyama and Min-Yen Kan (2011) Serendipitous Recommendation for Scholarly Papers Considering Relations Among Researchers. In Proceedings of the 11th ACM/IEEE Joint Conference on Digital Libraries (JCDL 2011) Short Papers. Ottawa, Canada. pp. 307-310.
[ .pdf ] [ Slides (.pdf) ]
DL
IR
- Duy Khang Ly, Kazunari Sugiyama, Ziheng Lin and Min-Yen Kan (2011). Product Review Summarization from a Deeper Perspective. In Proceedings of the 11th ACM/IEEE Joint Conference on Digital Libraries (JCDL 2011) Short Papers. Ottawa, Canada. pp. 311-314.
[ .pdf ]
[ Slides (.pdf) ]
IR
NLP
- Minh-Thang Luong, Preslav I. Nakov and Min-Yen Kan (2010) A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), Boston, Massachusetts, USA. pp. 148-157.
[ .pdf ]
[ ACL Anthology (D10-1015) ]
[ Slides (.pdf) ]
NLP
- Jin Zhao, Min-Yen Kan, Paula M. Procter, Siti Zubaidah, Wai Kin Yip and Goh Mien Li (2010) eEvidence: Information Seeking Support for Evidence-based Practice: An Implementation Case Study. In the Proceedings of the AMIA 2010 Annual Symposium. Washington, DC, USA. pp. 937-941.
[ .pdf ]
[ Slides (.pdf) ]
DL
IR
HCI
MedInfo
- Jin Zhao, Min-Yen Kan, Paula M. Procter, Siti Zubaidah, Wai Kin Yip and Goh Mien Li (2010) Improving Search for Evidence-based Practice using Information Extraction. In the Proceedings of the AMIA 2010 Annual Symposium. Washington, DC, USA. pp. 932-936.
[ .pdf ]
[ Slides (.pdf) ]
DL
IR
NLP
MedInfo
- Minh-Thang Luong and Min-Yen Kan (2010) Enhancing Morphological Alignment for Translating Highly Inflected Languages. In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China. pp. 743-751.
[ .pdf ]
[ ACL Anthology (C10-1084) ]
[ Slides (.htm) ]
NLP
- Cong Duy Vu Hoang and Min-Yen Kan (2010) Towards Automated Related Work Summarization. In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China. pp. 427-435.
[ .pdf ]
[ ACL Anthology (C10-2049) ]
[ Poster (.png) ] [ RWS Dataset @ GitHub ]
NLP
- Su Nam Kim, Timothy Baldwin and Min-Yen Kan (2010) Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction. In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China. pp 572-580.
[ .pdf ]
[ ACL Anthology (C10-1065) ]
[ Slides (.pdf) ]
NLP
- Su Nam Kim, Alyona Medelyan, Timothy Baldwin and Min-Yen Kan (2010) SemEval-2010 Task 5: Automatic Keyphrase Extraction from Scientific Articles. In the Proceedings of SemEval2. Uppsala, Sweden. pp. 21-26.
[ .pdf ]
[ ACL Anthology (S10-1004) ]
[ Slides (.pdf) ]
NLP
- Yee Fan Tan and Min-Yen Kan (2010) Hierarchical Cost-sensitive Web Resource Acquisition for Record Matching. In Proceedings of the 2010 IEEE / WIC / ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2010). Toronto, Canada. August-September. pp. 382-389.
[ .pdf ]
[ doi:10.1109/WI-IAT.2010.14 ]
[ Slides (.pdf) ]
DL
IR
DL
- Justin Sein Lin, Jun Ping Ng, Shreyasee Pradhan, Jatin Shah, Ricardo Pietrobon and Min-Yen Kan (2010) Extracting Formulaic and Free Text Clinical Research Articles Metadata using Conditional Random Fields. In Proceedings of the Second Conference on Text and Data Mining of Clinical Documents (Louhi 2010). Los Angeles, USA. June. pp 90-95.
[ Pre-print (.pdf) ]
[ ACL Anthology (W10-1114) ]
[ Slides (.htm) ]
DL
NLP
MedInfo
- Jin Zhao and Min-Yen Kan (2010) Domain-Specific Iterative Readability Computation. Proceedings of the Joint Conference on Digital Libraries (JCDL '10), Brisbane, Australia, June. pp. 205-214.
[ Pre-print (.pdf) ] [
[ doi:10.1145/1816123.1816155 ]
[ Slides (.htm) ]
DL
IR
- Kazunari Sugiyama and Min-Yen Kan (2010) Scholarly Paper Recommendation via User's Recent Research Interests. Proceedings of the Joint Conference on Digital Libraries (JCDL '10), Brisbane, Australia, June. pp. 29-38.
[ Pre-print (.pdf) ]
[ doi:10.1145/1816123.1816129 ]
[ Slides (.pdf) ]
DL
IR
- Markus Hänse, Min-Yen Kan and Achim P. Karduck (2010) Kairos: Proactive Harvesting of Research Paper Metadata from Scientific Conference Web Sites. Proceedings of the International Conference on Asia-Pacific Digital Libraries (ICADL '10), Brisbane, Australia, June. pp. 226-235.
[ Pre-print (.pdf) ]
[ doi:10.1007/978-3-642-13654-2_28 ]
[ Slides (.htm) ]
DL
IR
- Min-Yen Kan, Tarun Kumar and Himanshu Gahlot (2010) Prastava: An Open-Source Ruby-Based Generic Recommendation System. Joint JCDL/ICADL Demo Session (JCDL/ICADL '10), Brisbane, Australia, June. Demo Paper.
[ Abstract (.pdf) ]
DL
IR
- Thuy Dung Nguyen, Min-Yen Kan, Dinh-Trung Dang, Markus Hänse, Ching Hoi Andy Hong, Minh-Thang Luong, Jesse Prabawa Gozali, Kazunari Sugiyama and Yee Fan Tan (2010) ForeCite: towards a reader-centric scholarly digital library. In Proceedings of the Joint Conference on Digital Libraries (JCDL '10), Brisbane, Australia, June. Poster Paper. pp. 387-388.
[ doi:10.1145/1816123.1816193 ]
[ Local copy (.pdf) ]
[ Poster (.png) ]
DL
- Kazunari Sugiyama, Tarun Kumar, Min-Yen Kan and Ramesh C. Tripathi (2010). Identifying Citing Sentences in Research Papers Using Supervised Learning. In Proceedings of the 2010 International Conference on Information Retrieval and Knowledge Management (CAMP '10), Shah Alam, Malaysia, March, pp. 67-72.
[ .pdf ] [ Slides (.pdf) ]
DL
NLP
- Su Nam Kim, Timothy Baldwin and Min-Yen Kan (2009). The Use of Topic Representative Words in Text Categorization. In Proceedings of the Australasian Document Computing Symposium (ADCS:B).
[ .pdf ] [ Slides (.pdf) ]
IR
NLP
- Su Nam Kim, Timothy Baldwin and Min-Yen Kan (2009). An Unsupervised Approach to Domain-Specific Term Extraction. In Proceedings of the Australasian Language Technology Association Workshop (ALTW:B), pp. 94-98.
[ .pdf ] [ Slides (.pdf) ]
DL
NLP
- Ching Hoi Andy Hong, Jesse Prabawa Gozali and Min-Yen Kan (2009). FireCite: Lightweight real-time reference string extraction from webpages. In Proceedings of ACL-IJCNLP 2009 Workshop on text and citation analysis for scholarly digital libraries (NLPIR4DL), Singapore, August 2009.
[ .pdf ]
[ ACL Anthology (W09-3609) ]
[ Slides (.pdf) ]
DL
IR
NLP
- Ziheng Lin, Min-Yen Kan and Hwee Tou Ng (2009). Recognizing Implicit Discourse Relations in the Penn Discourse Treebank. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), Singapore, August 2009.
[ pre-print .pdf ]
[ ACL Anthology (D09-1036) ]
[ Slides (.htm) ]
NLP
- Hung Huu Hoang, Su Nam Kim and Min-Yen Kan (2009). A re-examination of lexical association measures. In Proceedings of ACL-IJCNLP 2009 Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications, Singapore, August 2009.
[ .pdf ]
[ ACL Anthology (W09-2905) ]
[ Slides (.htm) ]
IR
- Hendra Setiawan, Min-Yen Kan, Haizhou Li and Philip Resnik (2009). Topological Ordering of Function Words in Hierarchical Phrase-based Translation. In Proceedings of ACL-IJCNLP 2009, Singapore, August 2009.
[ .pdf ]
[ ACL Anthology (P09-1037) ]
[ Slides (.pdf) ]
[ Slides (.htm) ]
NLP
- Su Nam Kim and Min-Yen Kan (2009). Re-examining Automatic Keyphrase Extraction Approaches in Scientific Articles. In Proceedings of ACL-IJCNLP 2009 Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications, Singapore, August 2009.
[ .pdf ]
[ ACL Anthology (W09-2902) ]
[ Slides (.pdf) ]
DL
NLP
- Dinh-Trung Dang, Yee Fan Tan and Min-Yen Kan (2008) Towards a Webpage-based Bibliographic Manager. In Proceedings of the 11th International Conference on Asian Digital Libraries (ICADL), pp. 313-316, Bali, Indonesia. December. Short paper.
[ pre-print .pdf ] [ doi:10.1007/978-3-540-89533-6_33 ] [ Slides (.htm) ] [ Video (.m4v) ]
DL
Web
- Yin-Leng Theng, Natalie Pang, Min-Yen Kan, Chunyan Miao and Ai Chee Tang (2008). Investigating Students Perceptions of the NTUs edveNTUre: Implications for Design Patterns in E-learning Systems. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2008 (pp. 863-871). Chesapeake, VA: AACE.
[ From EdItLib ] [ Local copy ]
HCI
EdTech
- Yin-Leng Theng, Hong-Ren Wong, Ai Chee Tang, Chunyan Miao and Min-Yen Kan (2008). Claims Analysis Meets Structuration Theory: Analysing Qualitative Students Interactions with NTUs edveNTUre. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2008 (pp. 1494-1503). Chesapeake, VA: AACE.
[ From EdItLib ] [ Local copy ]
HCI
EdTech
- Yee Fan Tan, Ergin Elmacioglu, Min-Yen Kan and Dongwon Lee (2008). Efficient Web-Based Linkage of Short to Long Forms. International Workshop on the Web and Databases (WebDB), Vancouver, Canada, June 2008.
[ .pdf pre-print ] [ Slides (.htm) ]
IR
Web
- Jin Zhao, Min-Yen Kan and Yin Leng Theng (2008) Math Information Retrieval: User Requirements and Prototype Implementation. In Proceedings of the Joint Conference on Digital Libraries (JCDL '08). Pittsburgh, Pennsylvania, June, pages 187-196.
[ .pdf pre-print ]
[ Slides (.htm) ]
DL
IR
HCI
- Guo Min Liew and Min-Yen Kan (2008) Slide Image Retrieval: A Preliminary Study. In Proceedings of the Joint Conference on Digital Libraries (JCDL '08). Pittsburgh, Pennsylvania, June, pages 359-362. Short paper.
[ .pdf pre-print ]
[ Slides (.htm) ]
DL
IR
NLP
- Steven Bird, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir Radev and Yee Fan Tan (2008) The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics. In Language Resources and Evaluation Conference (LREC 08). Marrakesh, Morocco, May.
[ .pdf pre-print ]
[ Slides (.htm) ]
[ To the ACL ARC bibliographic reference corpus ]
NLP
- Isaac G. Councill, C. Lee Giles and Min-Yen Kan (2008) ParsCit: An open-source CRF reference string parsing package. In Language Resources and Evaluation Conference (LREC 08). Marrakesh, Morocco, May.
[ .pdf pre-print ]
[ Poster (.png) ]
[ To ParsCit website and downloads ]
DL
NLP
- Long Qiu, Min-Yen Kan and Tat-Seng Chua (2008) Modeling Context in Scenario Template Creation, In Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP '08), Hyderabad, India.
[ .pdf ]
[ Slides (.pdf) ]
NLP
- Thuy Dung Nguyen and Min-Yen Kan (2007) Keyphrase Extraction in Scientific Publications. In Proc. of International Conference on Asian Digital Libraries (ICADL '07). Hanoi, Vietnam, December. pp. 317-326.
[ .pdf ]
[ Slides (.htm) ]
[ Download the corpus ]
DL
NLP
- Ergin Elmacioglu, Min-Yen Kan, Dongwon Lee and Yi Zhang (2007) Web Based Linkage. In Proc. of Workshop on Web Information and Data Management (WIDM '07). Lisboa, Portugal, September, pp. 121-128.
[ .pdf ]
[ Slides (.htm) ]
IR
Web
DB
- Ergin Elmacioglu, Yee Fan Tan, Su Yan, Min-Yen Kan and Dongwon Lee (2007) PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features. In Proceedings of SemEval 2007 Workshop, Association of Computational Linguistics (ACL), Prague, Czech Republic, June. Placed third out of 16 teams in the WEPS competition.
[ .pdf ]
[ ACL Anthology (W07-2058) ]
[ Slides (.htm) ]
IR
NLP
Web
- Hendra Setiawan, Min-Yen Kan and Haizhou Li (2007) Ordering Phrases with Function Words, In Proceedings of the Association of Computational Linguistics, (ACL 07). Prague, Czech Republic, June.
[ .pdf ]
[ ACL Anthology (W07-2058) ]
[ Slides (.htm) ]
NLP
- Min-Yen Kan (2007) SlideSeer: A Digital Library of Aligned Document and Presentation Pairs, In Proceedings of the Joint Conference on Digital Libraries (JCDL '07). Vancouver, Canada, June, pp. 81-90.
[ .pdf ]
[ Slides (.htm) ]
DL
IR
NLP
- Su Yan, Dongwon Lee, Min-Yen Kan and C. Lee Giles (2007) Adaptive Sorted Neighborhood Methods for Efficient Record Linkage, In Proceedings of the Joint Conference on Digital Libraries (JCDL '07). Vancouver, Canada, June, pp. 185-194.
[ .pdf ]
[ Slides (.pdf,6-up) ]
DB
- Jesse Prabawa Gozali and Min-Yen Kan (2007) A Rich OPAC User Interface with AJAX, In Proceedings of the Joint Conference on Digital Libraries (JCDL '07). Vancouver, Canada, June, pp. 329-330. Short paper.
[ .pdf ]
[ Slides (.htm) ]
DL
HCI
- Bang Viet Nguyen and Min-Yen Kan (2007) Functional Faceted Web Query Classification. In the Proceedings of Query Log Analysis: Social and Technological Challenges, Banff, Canada, May.
[ .pdf ]
[ Slides (.htm) ]
IR
Web
- Ziheng Lin and Min-Yen Kan (2007) Timestamped Graphs: Evolutionary Models of Text for Multi-document Summarization, In Proceedings of Textgraphs-2: Workshop on Graph-based Methods for Natural Language Processing Rochester, NY, USA, April.
[ .pdf ]
[ Slides (.htm) ]
NLP
- Denny Iskandar, Ye Wang, Min-Yen Kan and Haizhou Li (2006) Syllabic Level Automatic Synchronization of Music Signals and Text Lyrics, In Proceedings of ACM Multimedia (MM '06), Santa Barbara, CA, USA, October.
[ .pdf ]
[ Poster (.png) ]
NLP
MM
- Long Qiu, Min-Yen Kan and Tat-Seng Chua (2006) Paraphrase Recognition via Dissimilarity Significance Classification, In Proceedings of the Empirical Methods for Natural Language Processing (EMNLP '06), Syndey, Australia, July, pp. 18-26.
[ local .pdf ]
[ ACL Anthology (W06-1603) ]
[ Slides (.pdf) ]
NLP
- Shi-yong Neo, Jin Zhao, Min-Yen Kan and Tat-Seng Chua (2006) Video Retrieval using High Level Features: Exploiting Query Matching and Confidence-based Weighting, In Proceedings of the Conference on Image and Video Retrieval (CIVR), Tempe, Arizona, USA, July 2006. pp. 143-152.
[ .pdf ]
[ Slides (.htm) ]
IR
MM
- Fei Wang and Min-Yen Kan (2006) NPIC: Hierarchical synthetic image classification using image search and generic features, In Proceedings of the Conference on Image and Video Retrieval (CIVR), Tempe, Arizona, USA, July 2006. pp. 473-482.
[ .pdf ]
[ Poster (.png) ]
IR
Web
- Yee Fan Tan, Min-Yen Kan and Dongwon Lee (2006) Search Engine Driven Author Disambiguation. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), Chapel Hill, North Carolina, USA, June 2006. pp. 314-315. (Short Paper)
[ .pdf ]
[ Slides (.htm) ]
IR
Web
- Yee Fan Tan, Min-Yen Kan and Hang Cui (2006) Extending corpus-based identification of light verb constructions using a supervised learning framework. In Proceedings of the EACL 2006 Workshop on Multi-word-expressions in a multilingual context (MWEmc), Trento, Italy, April, pages 47-54.
[ .pdf ]
[ Slides (.htm) ]
NLP
- Renxu Sun, Jing Jiang, Yee Fan Tan, Hang Cui, Tat-Seng Chua and Min-Yen Kan (2005) Using Syntactic and Semantic Relation Analysis in Question Answering, In Proceedings of the 14th Text Retrieval Conference (TREC), Gaithersburg, Maryland, USA, November 2005.
[ .pdf ]
IR
NLP
Web
- Min-Yen Kan and Hoang Oanh Nguyen Thi (2005) Fast webpage classification using URL features. In Proc. of Conf. on Info and Knowledge Management (CIKM '05). Bremen, Germany, November 2005. Poster Paper. pp. 325-236.
[ .pdf ] [ Poster (.png) ]
IR
Web
- Wei Lu and Min-Yen Kan (2005) Supervised Categorization of Javascript using Program Analysis Features. In Asian Information Retrieval Symposium (AIRS 05). Jeju Island, Korea, October 2005. pp. 160-173.
[ (pre-print draft) .pdf ]
[ Slides (.htm) ]
IR
Web
- Cui Hang, Min-Yen Kan and Tat-Seng Chua (2005) Generic Pattern Models for Definitional Question Answering. In Proc. of ACM SIG on Information Retrieval (SIGIR 05). Brazil, August 2005. pp. 384-391.
[ .pdf ]
[ Slides (.htm) ]
IR
Web
- Cui Hang, Renxu Sun, Keya Li, Min-Yen Kan and Tat-Seng Chua (2005) Question Answering Passage Retrieval Using Depedency Relations. In Proc. of ACM SIG on Information Retrieval R 05). Brazil, August 2005. pp. 400-407.
[ .pdf ]
[ Slides (.htm) ]
IR
Web
- Bageshree Shevade, Hari Sundaram and Min Yen-Kan (2005) A Collaborative Annotation Framework. In Proceedings of the International Conference on Multimedia and Expo (ICME '05), Amsterdam, Netherlands, July 2005.
[ .pdf ]
MM
- Renxu Sun, Hang Cui, Keya Li, Min-Yen Kan and Tat-Seng Chua (2005) Dependency Relation Matching for Answer Selection. In Proc. of ACM SIG on Information Retrieval R 05). pp. 651-652. (Poster Paper)
[ .pdf ]
IR
NLP
- Yijue How and Min-Yen Kan (2005) Optimizing predictive text entry for short message service on mobile phones. In M. J. Smith & G. Salvendy (Eds.) Proc. of Human Computer Interfaces International (HCII 05). Lawrence Erlbaum Associates. Las Vegas, July 2005. ISBN 0805858075
[ .pdf ]
[ Slides (.htm) ]
NLP
HCI
- Min-Yen Kan and Danny C. C. Poo (2005) Detecting and supporting known item queries in online public access catalogs. Proceedings of the 5th ACM/IEEE Joint Conference on Digital Libraries (JCDL 05). Denver, 7-11 June 2005. pp. 91-99.
[ doi:10.1145/1065385.1065406 ]
[ .pdf ]
[ Slides (.htm) ]
DL
NLP
- Chee How Lee, Min-Yen Kan and Sandra Lai (2004) Stylistic and Lexical Co-training for Web Block Classification. In Proceedings of Workshop on Web Information and Data Management (WIDM '04), Washington, D.C., USA, 12-13 November.
[ doi:10.1145/1031453.1031478 ]
[ .pdf ]
[ Slides (.htm) ]
IR
Web
- Wang Ye, Min-Yen Kan, Tin Lay Nwe, Arun Shenoy and Jun Yin (2004) LyricAlly: Automatic Synchronization of Acoustic Musical Signals and Textual Lyrics. In Proceedings of ACM Multimedia 2004 (MM '04), New York, USA, 10-16 October. pp. 212-219.
Winner of best student paper award.
[ .pdf (preprint) ]
[ Slides (.htm) ]
NLP
MM
- Jeffry Komarjaya, Danny C.C. Poo and Min-Yen Kan (2004) Corpus-Based Query Expansion in Online Public Access Catalogs. In Proceedings of the European Conference on Digital Libraries (ECDL '04), Bath, United Kingdom, 12-17 September.
[ .pdf ]
[ Slides ]
DL
IR
Web
- Hang Cui, Min-Yen Kan, Tat-Seng Chua and Jing Xiao (2004) A Comparative Study on Sentence Retrieval for Definitional Question Answering. In Proceedings of the Workshop on Information Retrieval for Question Answering (IR4QA), SIGIR '04. Sheffield, United Kingdom.
[ .pdf ]
IR
NLP
Web
- Min-Yen Kan (2004) Web Page Classification Without the Web Page. In Proceedings of the 13th International World Wide Web Conference (WWW2004), May 2004. New York, New York, USA. Poster Paper.
[ .pdf ]
[ MeURLin demo ]
[ Poster (.png) ]
IR
Web
- Long Qiu, Min-Yen Kan and Tat-Seng Chua (2004) A Public Reference Implementation of the RAP Anaphora Resolution Algorithm. In Proceedings of the Language Resources and Evaluation Conference 2004 (LREC 04), Lisbon, Portugal.
[ .pdf ] [ Poster (.png) ]
NLP
- Hang Cui, Min-Yen Kan and Tat-Seng Chua (2004) Unsupervised Learning of Soft Patterns for Generating Definitions from Online News. In Proceedings of the 13th International World Wide Web Conference (WWW2004), May 2004. New York, New York, USA.
[ .pdf ]
[ DefSearch Demo ]
IR
NLP
Web
- Simon Lok and Min-Yen Kan (2003) Employing Natural Language Summarization and Automated Layout for Effective Presentation and Navigation of Information Retrieval Results. Proceedings of the 12th International World Wide Web Conference (WWW2003), May 2003. Poster paper.
[ .pdf ]
IR
NLP
Web
- Andre W. Kushniruk, Min-Yen Kan, Kathleen R. McKeown, Judith L. Klavans, Desmond Jordan, Mark LaFlamme and Vimla L. Patel (2002) Usability Evaluation of an Experimental Text Summarization System and Three Search Engines: Implications for the Reengineering of Health Care Interfaces. In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA 2002), San Antonio, Texas, USA: November 2002.
DL
NLP
MedInfo
- Andre W. Kushniruk, Min-Yen Kan, Kathleen R. McKeown, Judith L. Klavans and Vimla L. Patel (2002) Evaluating the Content and Usability of an Experimental Text Summarization System and Three Web-Based Search Engines. In Proceedings of the Human Factors and Ergonomics 46th Annual Meeting (HFES 2002), Baltimore, Maryland, USA: September 2002.
DL
IR
MedInfo
- Min-Yen Kan and Judith L. Klavans (2002) Using Librarian Techniques in Automatic Text Summarization for Information Retrieval. Proceedings of the Joint Conference on Digital Libraries (JCDL 2002), Portland, Oregon, USA: July 2002. pp. 36-45. Nominated for best paper award.
[ Postscript, GZIPped ]
[ .pdf ]
[ Presentation Slides ]
DL
NLP
- Min-Yen Kan and Kathleen R. McKeown (2002) Corpus-trained text generation for summarization. Proceedings of the Second International Natural Language Generation Conference (INLG 2002), Harriman, New York, USA: July 2002. pp. 1-8.
[ Postscript, GZIPped ]
[ .pdf ]
[ Presentation Slides ]
NLP
- Min-Yen Kan, Judith L. Klavans and Kathleen R. McKeown (2002) Using the Annotated Bibliography as a Resource for Indicative Summarization. In Proceedings of the Language Resources and Evaluation Conference (LREC 2002), Las Palmas, Spain: May 2002. pp. 1746-1752. (Posted to cmp-lg)
[ Postscript, GZIPped ]
[ .pdf ]
[ poster (.jpg) ]
[ poster (MS .ppt file) ]
NLP
- Min-Yen Kan, Kathleen R. McKeown and Judith L. Klavans (2001) Domain-specific informative and indicative summarization for information retrieval. In Proceedings of the Document Understanding Workshop (DUC 2001), New Orleans, USA: September 2001.
[ Postscript, GZIPped ]
[ .pdf ]
[ Poster Session Foils/Slides ]
NLP
- Kathleen R. McKeown, Regina Barzilay, David Evans, Vasileios Hatzivassiloglou, Min-Yen Kan, Barry Schiffman and Simone Teufel (2001) Columbia Multi-Document Summarization: Approach and Evaluation. In Proceedings of the Document Understanding Workshop (DUC 2001), New Orleans, USA: September 2001.
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Min-Yen Kan, Kathleen R. McKeown and Judith L. Klavans (2001) Applying Natural Language Generation to Indicative Summarization. In Proceedings of 8th European Workshop on Natural Language Generation, Toulouse, France: July 2001. pp. 92-100. (Posted to cmp-lg)
[ Postscript, GZIPped ]
[ .pdf ]
[ Poster Session Foils/Slides ]
NLP
- Vasileios Hatzivassiloglou, Judith L. Klavans, Melissa L. Holcombe, Regina Barzilay, Min-Yen Kan and Kathleen R. McKeown (2001) Simfinder: A Flexible Clustering Tool for Summarization. In Proceedings of the Workshop on Summarization in NAACL `01, Pittsburg, Pennsylvania, USA: June 2001.
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Judith L. Klavans and Min-Yen Kan (1998) Role of Verbs in Document Analysis. In Proceedings of COLING/ACL 98, Montréal, Québec, Canada: Aug. 1998. pp. 680-686. (Posted to cmp-lg archives)
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Judith L. Klavans, Kathleen R. McKeown, Min-Yen Kan and Susan Lee (1998) Resources for the Evaluation of Summarization Techniques. Proceedings of the 1st International Conference on Language Resources and Evaluation, Grenada, Spain: May 1998. (Posted to cmp-lg)
[ Postscript, GZIPped ]
[ .pdf ]
[ LaTeX source, GZIPped (uses lrec98.sty
, and LaTeX 2.09e) ]
[ Poster Session Foils/Slides]
NLP
- Min-Yen Kan, Judith L. Klavans and Kathleen R. McKeown (1998) Linear Segmentation and Segment Relevence. Proceedings of 6th International Workshop of Very Large Corpora (WVLC-6), Montréal, Québec, Canada: August 1998. pp. 197-205. (Posted to cmp-lg) archives
[ Postscript, GZIPped ]
[ .pdf ]
[ Presentation Slides ]
NLP
- Pascale Fung, Min-Yen Kan and Yurie Horita (1996) Extracting Japanese Domain and Technical Terms is Relatively Easy. Second International Conference in New Methods for Language Processing, (NEMLP) Bilkent, Turkey: September 1996. pp. 148-159.
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Liangming Pan, Xinyuan Lu, Min-Yen Kan and Preslav Nakov (2023). QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking. arXiv preprint
arXiv:2310.07609. (Posted to cs.CL). November.
Accepted to EMNLP 2023 Systems Demonstration Track.
[ Local copy (.pdf) (copy from arXiv, version 1) ]
NLP
- Keng Ji Chow, Samson Tan and Min-Yen Kan (2021). TraVLR: Now
You See It, Now You Don't! Evaluating Cross-Modal Transfer of
Visio-Linguistic Reasoning. arXiv preprint
arXiv:2111.10756. (Posted to cs.CL). November.
[ Local copy (.pdf) (copy from arXiv, version 1) ]
NLP
MM
- Yunxiang Zhang, Liangming Pan, Samson Tan and Min-Yen Kan (2021). Causally Estimating the Sensitivity of Neural NLP Models to Spurious Features. arXiv preprint arXiv:2110.07159.
(Posted to CS.cl). October.
[ Local copy (.pdf) (copy from arXiv, version 1) ]
NLP
- Samson Tan, Shafiq Joty, Lav R. Varshney and Min-Yen Kan (2020) Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding.
(Posted to CS.cl, superceded by published version in EMNLP 2021.). April.
[ Local copy (.pdf) (copy from arXiv, version 1) ]
NLP
- Liangming Pan, Wenqiang Lei, Tat-Seng Chua and Min-Yen Kan (2019) Recent Advances in Neural Question Generation. (Posted to CS.cl). November.
NLP
IR
- Muthu Kumar Chandrasekaran, Michihiro Yasunaga, Dragomir Radev, Dayne Freitag and Min-Yen Kan (2019) Overview and Results: CL-SciSumm Shared Task 2019. (Posted to CS.cl). November.
NLP
- Muthu Kumar Chandrasekaran and Min-Yen Kan (2019) When to reply? Context Sensitive Models to Predict Instructor Interventions in MOOC Forums. (Posted to cmg-lg). May.
NLP
EdTech
- Chenglei Si, Shuohang Wang, Min-Yen Kan and Jing Jiang (2019) What does BERT Learn from Multiple-Choice Reading Comprehension Datasets? (Posted to cmg-lg). October.
NLP
- Kokil Jaidka, Michihiro Yasunaga, Muthu Kumar Chandrasekaran, Dragomir R. Radev, and Min-Yen Kan (2018) The CL-SciSumm Shared Task 2018: Results and Key Insights. In Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018).
[ .pdf (preprint) ]
[ CEUR (Vol 2132) ]
NLP
IR
DL
- Guillaume Cabanac, Muthu Kumar Chandrasekaran, Ingo Frommholz, Kokil Jaidka, Min-Yen Kan, Philipp Mayr and Dietmar Wolfram (2016) Report on the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016). In ACM SIGIR Forum, Vol. 50(2), December, New York, NY, USA, 36--43.
[ .pdf (preprint) ]
[ online @ sigir.org ]
NLP
IR
DL
- Guillaume Cabanac, Muthu Kumar Chandrasekaran, Ingo Frommholz, Kokil Jaidka, Min-Yen Kan, Philipp Mayr and Dietmar Wolfram (2016) Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016). In Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL '16). ACM, New York, NY, USA, 299-300.
[ .pdf (preprint) ]
[ doi:10.1145/2910896.2926734 ]
NLP
IR
DL
- Kokil Jaidka, Muthu Kumar Chandrasekaran, Sajal Rustagi and Min-Yen Kan (2016) Overview of the CL-SciSumm 2016 Shared Task. In Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016). June. Newark, New Jersey, USA. pp. 93-102
[ .pdf (preprint) ]
[ ACL Anthology (W16-1511) ]
[ CEUR (Vol 1610) ]
[ Slides (via Speakerdeck) ]
NLP
- Kazunari Sugiyama and Min-Yen Kan (2015) Towards higher relevance and serendipity in scholarly paper recommendation. Winter Issue, Article 4, ACM SIGWEB Newsletter. ACM, New York, USA.
[ doi:10.1145/2719943.2719947 ]
[ .pdf ]
DL
- Kokil Jaidka, Muthu Kumar Chandrasekaran, Rahul Jha, Christopher Jones, Min-Yen Kan, Ankur Khanna, Diego Molla-Aliod, Dragomir R. Radev, Francesco Ronzano and Horacio Saggion (2014) The Computational Linguistics Summarization Pilot Task. In Proceedings of Text Analysis Conference (TAC '14). NIST Special Publication.
[ .pdf ]
NLP
- Jesse Prabawa Gozali, Min-Yen Kan and Hari Sundaram (2012b) How Do People Organize Their Photos in Each Event and How Does It Affect Storytelling, Searching and Interpretation Tasks? Technical Report TRC4/12, National University of Singapore Department of Computer Science.
[ .pdf ]
DL
HCI
MM
- Tao Chen and Min-Yen Kan (2011) Creating a Live, Public Short Message Service Corpus: The NUS SMS Corpus. (Posted to cmp-lg) World's largest publicly available SMS Corpus.
[ .pdf ]
[ Corpus Website (now on GitHub) ]
[ GitHub ]
NLP
- Jun Ping Ng, Praveen Bysani, Ziheng Lin, Min-Yen Kan and Chew Lim Tan (2011) SWING: Exploiting Category-Specific Information for Guided Summarization. In Proceedings of the Text Analysis Conference 2011 (TAC 2011). Gaithersburg, Maryland, USA. 1st place in automated ROUGE measures among all teams.
[ .pdf ] [ Slides (.pdf) ]
NLP
- Duy Khang Ly, Kazunari Sugiyama, Ziheng Lin and Min-Yen Kan (2011). Product Review Summarization based on Facet Identification and Sentence Clustering. National University of Singapore, Department of Computer Science Technical Report, TR 30/11. (Posted to cmg-lg)
[ .pdf ]
NLP
- Jun Ping Ng and Min-Yen Kan (2010) QANUS: An Open-source Question-Answering Platform. Unfiled Technical Report
(Posted to cs-IR and cs-CL)
[ .pdf ]
IR
NLP
- Aobo Wang, Cong Duy Vu Hoang and Min-Yen Kan (2010). Perspectives on Crowdsourcing Annotations for Natural Language Processing. National University of Singapore. Department of Computer Science Technical Report, TRB 7/10.
[ .pdf ]
NLP
- Yee Fan Tan and Min-Yen Kan (2010). A Framework for Hierarchical Cost-sensitive Web Resource Acquisition. National University of Singapore. Department of Computer Science Technical Report, TRA 3/10.
[ .pdf ]
IR
- Yee Fan Tan and Min-Yen Kan (2010). Cost-sensitive Attribute Value Acquisition for Support Vector Machines.
National University of Singapore
Department of Computer Science Technical Report, TRB 3/10.
[ .pdf ]
ML
-
Paula M. Procter, Min-Yen Kan, Siu Yin Lee, Siti Zubaidah, Wai Kin Yip, Jin Zhao, David Arthur, Goh Mien Li (2009) eEvidence: Supplying Evidence to the Patient Interaction. In Saranto, K. et al. (Eds) NI2009 Nursing Informatics: Connecting Health and Humans. pp. 488-492. IOS Press. ISBN 978-1-60750-024-7. Highest Scholarship Poster Abstract Award Winner.
[ doi:10.3233/978-1-60750-024-7-488 ] [ Local copy (.pdf) (corrects misspelled author name; as allowed by self-archiving, courtesy IOS press) ] [ Poster (.pdf) ]
DL
IR
MedInfo
- Ziheng Lin, Huu Hung Hoang, Min-Yen Kan, Long Qiu and Shiren Ye (2008) NUS at TAC 2008: Augmenting Timestamped Graphs with Event Information and Selectively Expanding Opinion Contexts. In Proc. of Text Analysis Conference.
[ Pre-print (.pdf) ]
NLP
- Jesse Prabawa Gozali and Min-Yen Kan (2007). Rich and Dynamic Library Catalogs: A Case Study of Online Search Interfaces.
National University of Singapore
Department of Computer Science Technical Report, TRA 8/07.
[ .pdf ]
DL
HCI
- Ziheng Lin, Tat-Seng Chua, Min-Yen Kan, Wee Sun Lee, Long Qiu
and Shiren Ye (2007). NUS at DUC 2007: Using Evolutionary Models of
Text. In Proceedings of the Document Understanding Conference (DUC
'07), Rochester, NY, USA.
[ .pdf ] [ Slides (.htm) ]
NLP
- Shiren Ye, Long Qiu, Tat-Seng Chua and Min-Yen Kan
(2005). NUS at DUC 2005: Understanding Documents via Concept
Links. In Proceedings of Document Understanding Conference
(DUC '05), Vancouver, Canada.
Placed first of 31 teams in the DUC 2005 competition based on ROUGE scoring.
[ .pdf ] [ Slides (.htm) ]
NLP
- Min-Yen Kan and Hoang Oanh Nguyen Thi (2005) Fast webpage
classification using URL features.
National University of Singapore
Department of Computer Science Technical Report, TRC 8/05.
[ .pdf ]
IR
- Yee Fan Tan, Min-Yen Kan and Hang Cui (2005) Extending
corpus-based identification of light verb constructions using a
supervised learning framework. National University of Singapore
Department of Computer Science Technical Report, TRB 8/05.
[ http://hdl.handle.net/1900.100/1850
] [ .pdf ]
NLP
- Hang Cui, Keya Li, Renxu Sun, Tat-Seng Chua and Min-Yen Kan
(2004) National University of Singapore at the TREC-13 Question Answering Main Task. In Proceedings of
TREC 13.
[ .pdf ] [ Slides (.htm) ] [ Poster (.htm) ]
NLP
IR
- Hui Yang, Hang Cui, Mstislav Maslennikov, Long Qiu, Min-Yen Kan, Tat-Seng Chua
(2003) QUALIFIER In TREC-12 QA Main Task. In Proceedings of
TREC 12, pages 480-488.
[ .pdf ]
NLP
IR
- Min-Yen Kan (2003) Metadata extraction and text categorization using Universal Resource Locator expansions. National University of Singapore Department of Computer Science Technical Report, TR 10/03.
[ Postscript, GZIPped ]
[ .pdf ]
IR
- Min-Yen Kan, Judith L. Klavans, Kathleen R. McKeown (2001)
Synthesizing composite topic structure trees for multiple
domain specific documents. Columbia University Computer
Science Technical Report, CUCS-003-01.
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Min-Yen Kan (2001)
Combining visual layout and lexical cohesion features for text
segmentation. Columbia University Computer
Science Technical Report, CUCS-002-01.
[ Postscript, GZIPped ]
[ .pdf ]
NLP
- Min-Yen Kan and Kathleen R. McKeown (1999)
Information Extraction and Summarization: Domain
Independence through Focus Types. Columbia University Computer
Science Technical Report, CUCS-030-99.
[ Postscript, GZIPped ]
[ .pdf ]
[ .html (via latex2html
) ]
NLP
- Martin Braschler, Min-Yen Kan, Peter Schäuble and Judith L. Klavans
The Eurospider Retreival System and the TREC-8 Cross-Language Task.
Proceedings of TREC-8, Gaithersburg, Maryland, USA:
Nov. 1999.
[ Postscript, GZIPped ]
[ .pdf ]
[ .html (via MS Word
) ]
IR
Min-Yen Kan
Automatic text summarization as applied to information retrieval: Using indicative and informative summaries, New York, New York, USA:
Feb 2003. Ph.D. Thesis.
[ Postscript, GZIPped ]
[ .pdf ]
[ .html (via latex2html
) ]
Presentation slides: [ .html ]
[ .ppt ]
NLP