NLPExplorer

Wen Tau Yih

Number of Papers:- 83

Number of Citations:- 1111

First ACL Paper:- 2002

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

Findings

HLT

CVSC

RepEval

Rep4NLP

TACL

NLI

FEVER

ACL

EACL

IJCNLP

Co-Authors:-

Similar Authors:-

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL

Mingda Chen | Xilun Chen | Wen-tau Yih |

Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL

Instruction-tuned Language Models are Better Knowledge Learners ACL

REPLUG: Retrieval-Augmented Black-Box Language Models NAACL

Altogether: Image Captioning via Re-aligning Alt-text EMNLP

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval F i n d i n g s - E M N L P

Task-aware Retrieval with Instructions F i n d i n g s - A C L

Nonparametric Masked Language Modeling F i n d i n g s - A C L

evision PDF of 'Reimagining Retrieval Augmented Language Models for Answering Queries F i n d i n g s - A C L

RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering F i n d i n g s - E M N L P

Victor Zhong | Weijia Shi | Wen-tau Yih | Luke Zettlemoyer |

Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering F i n d i n g s - A C L

Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing ACL

FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP

One Embedder, Any Task: Instruction-Finetuned Text Embeddings F i n d i n g s - A C L

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL

Improving Passage Retrieval with Zero-Shot Question Generation EMNLP

Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? F i n d i n g s - E M N L P

RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering NAACL

Srinivasan Iyer | Sewon Min | Yashar Mehdad | Wen-tau Yih |

On Unifying Misinformation Detection NAACL

On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL IJCNLP

Divyansh Kaushik | Douwe Kiela | Zachary C. Lipton | Wen-tau Yih |

Multi-Task Retrieval for Knowledge-Intensive Tasks ACL IJCNLP

Findings of the Association for Computational Linguistics: EMNLP 2021 EMNLP Findings

Marie-Francine Moens | Xuanjing Huang | Lucia Specia | Scott Wen-tau Yih |

On the Influence of Masking Policies in Intermediate Pre-training EMNLP

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing EMNLP

Marie-Francine Moens | Xuanjing Huang | Lucia Specia | Scott Wen-tau Yih |

Joint Verification and Reranking for Open Fact Checking Over Tables ACL IJCNLP

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL

Pengcheng Yin | Graham Neubig | Wen-tau Yih | Sebastian Riedel |

Proceedings of the First Workshop on Natural Language Interfaces ACL NLI WS

Ahmed Hassan Awadallah | Yu Su | Huan Sun | Scott Wen-tau Yih |

Language Models as Fact Checkers? ACL FEVER WS

Open-Domain Question Answering ACL

Danqi Chen | Wen-tau Yih |

Efficient One-Pass End-to-End Entity Linking for Questions EMNLP

An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP

Blockwise Self-Attention for Long Document Understanding EMNLP Findings

Dense Passage Retrieval for Open-Domain Question Answering EMNLP

Unsupervised Question Decomposition for Question Answering EMNLP

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study EMNLP

Ziyu Yao | Yu Su | Huan Sun | Wen-tau Yih |

Be Consistent! Improving Procedural Text Comprehension using Label Consistency NAACL

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP

Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP

Matthew Peters | Mark Neumann | Luke Zettlemoyer | Wen-tau Yih |

QuAC: Question Answering in Context EMNLP

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations EMNLP

Dipendra Misra | Ming-Wei Chang | Xiaodong He | Wen-tau Yih |

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL

Natural Language to Structured Query Generation via Meta-Learning NAACL

Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision EMNLP

Haoruo Peng | Ming-Wei Chang | Wen-tau Yih |

Search-based Neural Structured Learning for Sequential Question Answering ACL

Mohit Iyyer | Wen-tau Yih | Ming-Wei Chang |

NLP for Precision Medicine ACL

Hoifung Poon | Chris Quirk | Kristina Toutanova | Wen-tau Yih |

Cross-Sentence N-ary Relation Extraction with Graph LSTMs TACL

Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems EMNLP

Shyam Upadhyay | Ming-Wei Chang | Kai-Wei Chang | Wen-tau Yih |

Question Answering with Knowledge Base, Web and Beyond NAACL

Wen-tau Yih | Hao Ma |

Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text ACL

The Value of Semantic Parse Labeling for Knowledge Base Question Answering ACL

Proceedings of the 1st Workshop on Representation Learning for NLP Rep4NLP WS

Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next RepEval WS

WikiQA: A Challenge Dataset for Open-Domain Question Answering EMNLP

Yi Yang | Wen-tau Yih | Christopher Meek |

Deep Learning and Continuous Representations for Natural Language Processing NAACL

Wen-tau Yih | Xiaodong He | Jianfeng Gao |

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base ACL IJCNLP

Wen-tau Yih | Ming-Wei Chang | Xiaodong He | Jianfeng Gao |

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality CVSC WS

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction EMNLP

Kai-Wei Chang | Wen-tau Yih | Bishan Yang | Christopher Meek |

Learning Continuous Phrase Representations for Translation Modeling ACL

Jianfeng Gao | Xiaodong He | Wen-tau Yih | Li Deng |

Semantic Parsing for Single-Relation Question Answering ACL

Wen-tau Yih | Xiaodong He | Christopher Meek |

Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality (CVSC) CVSC WS

Proceedings of the Eighteenth Conference on Computational Natural Language Learning CoNLL WS

Roser Morante | Scott Wen-tau Yih |

Animacy Detection with Voting Models EMNLP

Joshua Moore | Christopher J.C. Burges | Erin Renshaw | Wen-tau Yih |

Multi-Relational Latent Semantic Analysis EMNLP

Kai-Wei Chang | Wen-tau Yih | Christopher Meek |

Linguistic Regularities in Continuous Space Word Representations NAACL

Tomas Mikolov | Wen-tau Yih | Geoffrey Zweig |

Combining Heterogeneous Models for Measuring Relational Similarity NAACL

Question Answering Using Enhanced Lexical Semantic Models ACL

Wen-tau Yih | Ming-Wei Chang | Christopher Meek | Andrzej Pastusiak |

Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction TACL

Ming-Wei Chang | Wen-tau Yih |

Polarity Inducing Latent Semantic Analysis CoNLL EMNLP

Wen-tau Yih | Geoffrey Zweig | John Platt |

Measuring Word Relatedness Using Heterogeneous Vector Space Models NAACL

Wen-tau Yih | Vahed Qazvinian |

MSR SPLAT, a language analysis toolkit NAACL

Learning Discriminative Projections for Text Similarity Measures CoNLL WS

Wen-tau Yih | Kristina Toutanova | John C. Platt | Christopher Meek |

Translingual Document Representations from Discriminative Projections EMNLP

John Platt | Kristina Toutanova | Wen-tau Yih |

Learning Term-weighting Functions for Similarity Measures EMNLP

Wen-tau Yih |

The Importance of Syntactic Parsing and Inference in Semantic Role Labeling CL

Vasin Punyakanok | Dan Roth | Wen-tau Yih |

Automatic Semantic Role Labeling HLT NAACL

Scott Wen-tau Yih | Kristina Toutanova |

Improved Discriminative Bilingual Word Alignment ACL COLING

Robert C. Moore | Wen-tau Yih | Andreas Bode |

Demonstrating an Interactive Semantic Role Labeling System EMNLP HLT

Vasin Punyakanok | Dan Roth | Mark Sammons | Wen-tau Yih |

Generalized Inference with Multiple Semantic Role Labeling Systems CoNLL WS

Peter Koomen | Vasin Punyakanok | Dan Roth | Wen-tau Yih |

Semantic Role Labeling Via Integer Linear Programming Inference COLING

Vasin Punyakanok | Dan Roth | Wen-tau Yih | Dav Zimak |

A Linear Programming Formulation for Global Inference in Natural Language Tasks CoNLL WS

Dan Roth | Wen-tau Yih |

Semantic Role Labeling Via Generalized Inference Over Classifiers CoNLL WS

Probabilistic Reasoning for Entity & Relation Recognition COLING

Dan Roth | Wen-tau Yih |