Sotabase

Career

· Associate Professor, National University of Singapore2002–
· M.Sc., Columbia University1998–2002
· Ph.D. Candidate, Columbia University1996–2002
· Bachelor's degree, Columbia University1992–1996

Publications (266)

Fast Matrix Factorization for Online Recommendation with Implicit Feedback
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2016
1,046
cited
TriRank: Review-aware Explainable Recommendation by Modeling Aspects
International Conference on Information and Knowledge Management · 2015
535
cited
SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles
International Workshop on Semantic Evaluation · 2010
461
cited
Keyphrase Extraction in Scientific Publications
International Conference on Asian Digital Libraries · 2007
402
cited
ParsCit: an Open-source CRF Reference String Parsing Package
International Conference on Language Resources and Evaluation · 2008
375
cited
The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics
International Conference on Language Resources and Evaluation · 2008
369
cited
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures
Annual Meeting of the Association for Computational Linguistics · 2018
344
cited
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
Web Search and Data Mining · 2020
318
cited
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
International Conference on Information and Knowledge Management · 2020
311
cited
Recognizing Implicit Discourse Relations in the Penn Discourse Treebank
Conference on Empirical Methods in Natural Language Processing · 2009
310
cited
A PDTB-styled end-to-end discourse parser
Natural Language Engineering · 2012
298
cited
Question answering passage retrieval using dependency relations
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2005
263
cited
Scholarly paper recommendation via user's recent research interests
ACM/IEEE Joint Conference on Digital Libraries · 2010
230
cited
SIMFINDER: A Flexible Clustering Tool for Summarization
2001
226
cited
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
arXiv.org · 2024
203
cited
Addressing cold-start in app recommendation: latent user models constructed from twitter followers
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2013
200
cited
On the Risk of Misinformation Pollution with Large Language Models
Conference on Empirical Methods in Natural Language Processing · 2023
181
cited
Fact-Checking Complex Claims with Program-Guided Reasoning
Annual Meeting of the Association for Computational Linguistics · 2023
179
cited
BiRank: Towards Ranking on Bipartite Graphs
IEEE Transactions on Knowledge and Data Engineering · 2017
172
cited
Adaptive sorted neighborhood methods for efficient record linkage
ACM/IEEE Joint Conference on Digital Libraries · 2007
169
cited
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Min-Yen Kan | Researcher Profile | Sotabase | Sotabase