← Authors

Ming-Wei Chang

51 papers · 2006–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (19) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (72) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌱 Topic Pioneer πŸ”¬ Deep Specialist (10) 🀝 Dynamic Duo (13) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ”₯ Unstoppable (14) ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (162) πŸ’Ž Century Club (51) πŸ“ˆ Trend Setter ❓ The Questioner (4)

Conferences

ACL (15) EMNLP (11) NAACL (9) IJCNLP (3) NIPS (3) CONLL (2) ICLR (2) ICML (2) COLING (1) CVPR (1) EACL (1) ICCV (1)

Top co-authors

Kenton Lee (13) Kristina Toutanova (11) Dan Roth (10) Wen-tau Yih (8) Hexiang Hu (7) Yi Luan (7) Peter Shaw (5) Wenhu Chen (4) Zhuyun Dai (4) Panupong Pasupat (4)

Keywords

question answering (5) semantic parsing (5) information retrieval (3) transfer learning (3) natural language variation (2) grammar-based approach (2) reading comprehension (2) evaluation metric (2) retrieval-augmented generation (2) visual question answering (2) zero-shot learning (2) knowledge transfer (2) weak supervision (2) weakly supervised learning (2) compositional generalization (2) sequence-to-sequence model (2) reinforcement learning (2) text editing (1) domain generalization (1) mathematical reasoning (1)

Papers

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