Ming-Wei Chang

LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 Instruct-Imagen: Image Generation with Multi-modal Instruction CVPR 2024 MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ICML 2024 Rethinking the Role of Token Retrieval in Multi-Vector Retrieval NIPS 2023 Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding ICML 2023 Promptagator: Few-shot Dense Retrieval From 8 Examples ICLR 2023 Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities ICCV 2023 Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NIPS 2023 Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023 QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations ACL 2023 Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? EMNLP 2023 ASQA: Factoid Questions Meet Long-Form Answers EMNLP 2022 Large Dual Encoders Are Generalizable Retrievers EMNLP 2022 FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022 Meta-Learning Fast Weight Language Models EMNLP 2022 Joint Passage Ranking for Diverse Multi-Answer Retrieval EMNLP 2021 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? IJCNLP 2021 Open Question Answering over Tables and Text ICLR 2021 Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ACL 2020 CapWAP: Image Captioning with a Purpose EMNLP 2020 Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL 2020 Handling Divergent Reference Texts when Evaluating Table-to-Text Generation ACL 2019 Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019 Latent Retrieval for Weakly Supervised Open Domain Question Answering ACL 2019 BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions NAACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations EMNLP 2018 Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision EMNLP 2017 Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems EACL 2017 Search-based Neural Structured Learning for Sequential Question Answering ACL 2017 The Value of Semantic Parse Labeling for Knowledge Base Question Answering ACL 2016 Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities EMNLP 2016 Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems EMNLP 2016 S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking ACL 2015 S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking IJCNLP 2015 Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods NAACL 2015 Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base ACL 2015 Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base IJCNLP 2015 Wikification and Beyond: The Challenges of Entity and Concept Grounding ACL 2014 Question Answering Using Enhanced Lexical Semantic Models ACL 2013 To Link or Not to Link? A Study on End-to-End Tweet Entity Linking NAACL 2013 Unified Expectation Maximization NAACL 2012 The Necessity of Combining Adaptation Methods EMNLP 2010 Discriminative Learning over Constrained Latent Representations NAACL 2010 Driving Semantic Parsing from the World’s Response CONLL 2010 Unsupervised Constraint Driven Learning For Transliteration Discovery NAACL 2009 Guiding Semi-Supervision with Constraint-Driven Learning ACL 2007 A Pipeline Framework for Dependency Parsing ACL 2006 A Pipeline Framework for Dependency Parsing COLING 2006 A Pipeline Model for Bottom-Up Dependency Parsing CONLL 2006