Ming-Wei Chang

Most-cited papers

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
J. Devlin, Ming-Wei Chang, Kenton Lee, K. Toutanova
2019North American Chapter of the Association for Computational Linguistics123K citations Open access
Semantic Scholar
Natural Questions: A Benchmark for Question Answering Research
T. Kwiatkowski, J. Palomaki, Olivia Redfield, Michael Collins +14 more
2019Transactions of the Association for Computational Linguistics5,381 citations Open access
Semantic Scholar
REALM: Retrieval-Augmented Language Model Pre-Training
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat +1 more
2020International Conference on Machine Learning3,550 citations
Semantic Scholar
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Ming-Wei Chang, T. Kwiatkowski +2 more
2019North American Chapter of the Association for Computational Linguistics2,867 citations Open access
Semantic Scholar
Latent Retrieval for Weakly Supervised Open Domain Question Answering
Kenton Lee, Ming-Wei Chang, K. Toutanova
2019Annual Meeting of the Association for Computational Linguistics1,216 citations Open access
Semantic Scholar
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Wen-tau Yih, Ming-Wei Chang, Xiao-Dong He, Jianfeng Gao
2015Annual Meeting of the Association for Computational Linguistics851 citations Open access
Semantic Scholar
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models
Iulia Turc, Ming-Wei Chang, Kenton Lee, K. Toutanova
2019799 citations
Semantic Scholar
The Value of Semantic Parse Labeling for Knowledge Base Question Answering
Wen-tau Yih, Matthew Richardson, Christopher Meek, Ming-Wei Chang +1 more
2016Annual Meeting of the Association for Computational Linguistics790 citations Open access
Semantic Scholar
Large Dual Encoders Are Generalizable Retrievers
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai +7 more
2021Conference on Empirical Methods in Natural Language Processing691 citations Open access
Semantic Scholar
A Knowledge-Grounded Neural Conversation Model
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, W. Dolan +3 more
2017AAAI Conference on Artificial Intelligence595 citations Open access
Semantic Scholar
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu +6 more
2022International Conference on Machine Learning536 citations Open access
Semantic Scholar
Promptagator: Few-shot Dense Retrieval From 8 Examples
Zhuyun Dai, Vincent Zhao, Ji Ma, Yi Luan +6 more
2022International Conference on Learning Representations374 citations Open access
Semantic Scholar
ASQA: Factoid Questions Meet Long-Form Answers
Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, Ming-Wei Chang
2022Conference on Empirical Methods in Natural Language Processing331 citations Open access
Semantic Scholar
Zero-Shot Entity Linking by Reading Entity Descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, K. Toutanova +2 more
2019Annual Meeting of the Association for Computational Linguistics295 citations Open access
Semantic Scholar
Open Question Answering over Tables and Text
Wenhu Chen, Ming-Wei Chang, Eva Schlinger, W. Wang +1 more
2020International Conference on Learning Representations291 citations
Semantic Scholar
Search-based Neural Structured Learning for Sequential Question Answering
M. Iyyer, Wen-tau Yih, Ming-Wei Chang
2017Annual Meeting of the Association for Computational Linguistics284 citations Open access
Semantic Scholar
Question Answering Using Enhanced Lexical Semantic Models
Wen-tau Yih, Ming-Wei Chang, Christopher Meek, Andrzej Pastusiak
2013Annual Meeting of the Association for Computational Linguistics266 citations
Semantic Scholar
Driving Semantic Parsing from the World’s Response
J. Clarke, Dan Goldwasser, Ming-Wei Chang, Dan Roth
2010Conference on Computational Natural Language Learning263 citations
Semantic Scholar
Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation
Iulia Turc, Ming-Wei Chang, Kenton Lee, K. Toutanova
2019arXiv.org255 citations
Semantic Scholar
Guiding Semi-Supervision with Constraint-Driven Learning
Ming-Wei Chang, L. Ratinov, Dan Roth
2007Annual Meeting of the Association for Computational Linguistics239 citations
Semantic Scholar
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
Bhuwan Dhingra, Manaal Faruqui, Ankur P. Parikh, Ming-Wei Chang +2 more
2019Annual Meeting of the Association for Computational Linguistics233 citations Open access
Semantic Scholar
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, K. Toutanova
2020Annual Meeting of the Association for Computational Linguistics201 citations Open access
Semantic Scholar
To Link or Not to Link? A Study on End-to-End Tweet Entity Linking
Stephen Guo, Ming-Wei Chang, Emre Kıcıman
2013North American Chapter of the Association for Computational Linguistics182 citations
Semantic Scholar
Structured learning with constrained conditional models
Ming-Wei Chang, L. Ratinov, Dan Roth
2012Machine-mediated learning142 citations Open access
Semantic Scholar
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
Yi Yang, Ming-Wei Chang
2015Annual Meeting of the Association for Computational Linguistics119 citations Open access
Semantic Scholar
Open Domain Question Answering via Semantic Enrichment
Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai +2 more
2015The Web Conference117 citations
Semantic Scholar
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
2020Annual Meeting of the Association for Computational Linguistics108 citations Open access
Semantic Scholar
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie +8 more
2023Neural Information Processing Systems106 citations Open access
Semantic Scholar
Learning to extract cross-session search tasks
Hongning Wang, Yang Song, Ming-Wei Chang, Xiao-Dong He +2 more
2013The Web Conference105 citations
Semantic Scholar
Personalized ranking model adaptation for web search
Hongning Wang, Xiao-Dong He, Ming-Wei Chang, Yang Song +2 more
2013Annual International ACM SIGIR Conference on Research and Development in Information Retrieval88 citations
Semantic Scholar
ERD'14
David Carmel, Ming-Wei Chang, E. Gabrilovich, B. Hsu +1 more
2014Annual International ACM SIGIR Conference on Research and Development in Information Retrieval87 citations
Semantic Scholar
Discriminative Learning over Constrained Latent Representations
Ming-Wei Chang, Dan Goldwasser, Dan Roth, Vivek Srikumar
2010North American Chapter of the Association for Computational Linguistics83 citations
Semantic Scholar
Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods
Arvind Neelakantan, Ming-Wei Chang
2015North American Chapter of the Association for Computational Linguistics77 citations Open access
Semantic Scholar
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu +2 more
2021arXiv.org73 citations
Semantic Scholar
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei +3 more
2023Neural Information Processing Systems67 citations Open access
Semantic Scholar
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang +1 more
2021arXiv.org66 citations
Semantic Scholar
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
Shyam Upadhyay, Ming-Wei Chang
2016Conference of the European Chapter of the Association for Computational Linguistics65 citations Open access
Semantic Scholar
Partitioned logistic regression for spam filtering
Ming-Wei Chang, Wen-tau Yih, Christopher Meek
2008Knowledge Discovery and Data Mining64 citations
Semantic Scholar
Structured Output Learning with Indirect Supervision
Ming-Wei Chang, Vivek Srikumar, Dan Goldwasser, Dan Roth
2010International Conference on Machine Learning63 citations
Semantic Scholar
Joint Passage Ranking for Diverse Multi-Answer Retrieval
Sewon Min, Kenton Lee, Ming-Wei Chang, K. Toutanova +1 more
2021Conference on Empirical Methods in Natural Language Processing58 citations Open access
Semantic Scholar
Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems
Shyam Upadhyay, Ming-Wei Chang, Kai-Wei Chang, Wen-tau Yih
2016Conference on Empirical Methods in Natural Language Processing52 citations Open access
Semantic Scholar
Entity Linking on Microblogs with Spatial and Temporal Signals
Yuan Fang, Ming-Wei Chang
2014Transactions of the Association for Computational Linguistics50 citations Open access
Semantic Scholar
Unified Expectation Maximization
Rajhans Samdani, Ming-Wei Chang, Dan Roth
2012North American Chapter of the Association for Computational Linguistics50 citations
Semantic Scholar
FRUIT: Faithfully Reflecting Updated Information in Text
Robert L Logan IV, A. Passos, Sameer Singh, Ming-Wei Chang
2021North American Chapter of the Association for Computational Linguistics48 citations Open access
Semantic Scholar
Relation Alignment for Textual Entailment Recognition
Mark Sammons, V.G.Vinod Vydiswaran, Tim Vieira, Nikhil Johri +9 more
2009Text Analysis Conference48 citations
Semantic Scholar
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee +1 more
2023Annual Meeting of the Association for Computational Linguistics45 citations Open access
Semantic Scholar
Modeling action-level satisfaction for search task satisfaction prediction
Hongning Wang, Yang Song, Ming-Wei Chang, Xiao-Dong He +2 more
2014Annual International ACM SIGIR Conference on Research and Development in Information Retrieval45 citations Open access
Semantic Scholar
Modeling and fabrication of a microelectromechanical microwave switch
Ching-Liang Dai, Heng-Ming Hsu, Ming-Chang Tsai, Ming-Ming Hsieh +1 more
2007Microelectronics Journal34 citations
Semantic Scholar
Placer++: Semantic place labels beyond the visit
J. Krumm, Dany Rouhana, Ming-Wei Chang
2015Annual IEEE International Conference on Pervasive Computing and Communications31 citations
Semantic Scholar
Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations
Dipendra Kumar Misra, Ming-Wei Chang, Xiao-Dong He, Wen-tau Yih
2018Conference on Empirical Methods in Natural Language Processing28 citations Open access
Semantic Scholar