NLPExplorer

Luke Zettlemoyer

Number of Papers:- 118

Number of Citations:- 1393

First ACL Paper:- 2007

Latest ACL Paper:- 2022

Venues:-

EACL

NAACL

IJCNLP

TACL

LREC

ACL

Findings

*SEMEVAL

CoNLL

COLING

EMNLP

Co-Authors:-

Similar Authors:-

Prompt-free and Efficient Few-shot Learning with Language Models ACL

FaVIQ: FAct Verification from Information-seeking Questions ACL

Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL Findings

Robin Jia | Mike Lewis | Luke Zettlemoyer |

Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL

Sewon Min | Mike Lewis | Hannaneh Hajishirzi | Luke Zettlemoyer |

Multilingual Autoregressive Entity Linking TACL

BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Findings NAACL

Eleftheria Briakou | Sida Wang | Luke Zettlemoyer | Marjan Ghazvininejad |

MetaICL: Learning to Learn In Context NAACL

Sewon Min | Mike Lewis | Luke Zettlemoyer | Hannaneh Hajishirzi |

Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL

DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL

FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary EACL

Terra Blevins | Mandar Joshi | Luke Zettlemoyer |

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL

Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL IJCNLP

Armen Aghajanyan | Sonal Gupta | Luke Zettlemoyer |

Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment ACL IJCNLP

Haoyue Shi | Luke Zettlemoyer | Sida I. Wang |

DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ACL IJCNLP

Weijia Shi | Mandar Joshi | Luke Zettlemoyer |

Detecting Hallucinated Content in Conditional Neural Sequence Generation Findings

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding EMNLP

Inducing Semantic Roles Without Syntax Findings

Julian Michael | Luke Zettlemoyer |

Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP

VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding Findings

Prompting Contrastive Explanations for Commonsense Reasoning Tasks Findings

Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP

Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders ACL

Terra Blevins | Luke Zettlemoyer |

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension ACL

Unsupervised Cross-lingual Representation Learning at Scale ACL

Emerging Cross-lingual Structure in Pretrained Language Models ACL

Simple and Effective Retrieve-Edit-Rerank Text Generation ACL

Nabil Hossain | Marjan Ghazvininejad | Luke Zettlemoyer |

Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL

Active Learning for Coreference Resolution using Discrete Annotation ACL

Belinda Z. Li | Gabriel Stanovsky | Luke Zettlemoyer |

QANom: Question-Answer driven SRL for Nominalizations COLING

Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP

Grounded Adaptation for Zero-shot Executable Semantic Parsing EMNLP

Victor Zhong | Mike Lewis | Sida I. Wang | Luke Zettlemoyer |

Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP

SpanBERT: Improving Pre-training by Representing and Predicting Spans TACL

Multilingual Denoising Pre-training for Neural Machine Translation TACL

An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP

AmbigQA: Answering Ambiguous Open-domain Questions EMNLP

Sewon Min | Julian Michael | Hannaneh Hajishirzi | Luke Zettlemoyer |

Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles EMNLP Findings

Christopher Clark | Mark Yatskar | Luke Zettlemoyer |

Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog EMNLP

A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP

Sewon Min | Danqi Chen | Hannaneh Hajishirzi | Luke Zettlemoyer |

Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP

Christopher Clark | Mark Yatskar | Luke Zettlemoyer |

Cloze-driven Pretraining of Self-attention Networks EMNLP

Learning Programmatic Idioms for Scalable Semantic Parsing EMNLP

Srinivasan Iyer | Alvin Cheung | Luke Zettlemoyer |

JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation EMNLP

Rajas Agashe | Srinivasan Iyer | Luke Zettlemoyer |

BERT for Coreference Resolution: Baselines and Analysis EMNLP

Mandar Joshi | Omer Levy | Luke Zettlemoyer | Daniel Weld |

Mask-Predict: Parallel Decoding of Conditional Masked Language Models EMNLP

Marjan Ghazvininejad | Omer Levy | Yinhan Liu | Luke Zettlemoyer |

Iterative Search for Weakly Supervised Semantic Parsing NAACL

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference NAACL

Better Character Language Modeling through Morphology ACL

Terra Blevins | Luke Zettlemoyer |

Evaluating Gender Bias in Machine Translation ACL

Gabriel Stanovsky | Noah A. Smith | Luke Zettlemoyer |

E3: Entailment-driven Extracting and Editing for Conversational Machine Reading ACL

Victor Zhong | Luke Zettlemoyer |

Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL

The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL

Fei Liu | Luke Zettlemoyer | Jacob Eisenstein |

Multi-hop Reading Comprehension through Question Decomposition and Rescoring ACL

Sewon Min | Victor Zhong | Luke Zettlemoyer | Hannaneh Hajishirzi |

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach EMNLP

Michael Petrochuk | Luke Zettlemoyer |

Neural Metaphor Detection in Context EMNLP

Ge Gao | Eunsol Choi | Yejin Choi | Luke Zettlemoyer |

Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP

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

Mapping Language to Code in Programmatic Context EMNLP

Srinivasan Iyer | Ioannis Konstas | Alvin Cheung | Luke Zettlemoyer |

QuAC: Question Answering in Context EMNLP

Syntactic Scaffolds for Semantic Structures EMNLP

NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System LREC

Xi Victoria Lin | Chenglong Wang | Luke Zettlemoyer | Michael D. Ernst |

Supervised Open Information Extraction NAACL

Gabriel Stanovsky | Julian Michael | Luke Zettlemoyer | Ido Dagan |

Adversarial Example Generation with Syntactically Controlled Paraphrase Networks NAACL

Mohit Iyyer | John Wieting | Kevin Gimpel | Luke Zettlemoyer |

Deep Contextualized Word Representations NAACL

Crowdsourcing Question-Answer Meaning Representations NAACL

Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL

Kenton Lee | Luheng He | Luke Zettlemoyer |

Ultra-Fine Entity Typing ACL

Eunsol Choi | Omer Levy | Yejin Choi | Luke Zettlemoyer |

Large-Scale QA-SRL Parsing ACL

Nicholas FitzGerald | Julian Michael | Luheng He | Luke Zettlemoyer |

Deep RNNs Encode Soft Hierarchical Syntax ACL

Terra Blevins | Omer Levy | Luke Zettlemoyer |

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling ACL

Luheng He | Kenton Lee | Omer Levy | Luke Zettlemoyer |

Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum ACL

Omer Levy | Kenton Lee | Nicholas FitzGerald | Luke Zettlemoyer |

Neural Semantic Parsing ACL

AllenNLP: A Deep Semantic Natural Language Processing Platform ACL WS

End-to-end Neural Coreference Resolution EMNLP

Kenton Lee | Luheng He | Mike Lewis | Luke Zettlemoyer |

Zero-Shot Relation Extraction via Reading Comprehension CoNLL

Omer Levy | Minjoon Seo | Eunsol Choi | Luke Zettlemoyer |

Neural AMR: Sequence-to-Sequence Models for Parsing and Generation ACL

Deep Semantic Role Labeling: What Works and What’s Next ACL

Luheng He | Kenton Lee | Mike Lewis | Luke Zettlemoyer |

Learning a Neural Semantic Parser from User Feedback ACL

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension ACL

Mandar Joshi | Eunsol Choi | Daniel Weld | Luke Zettlemoyer |

Globally Coherent Text Generation with Neural Checklist Models EMNLP

Chloé Kiddon | Luke Zettlemoyer | Yejin Choi |

A Theme-Rewriting Approach for Generating Algebra Word Problems EMNLP

Rik Koncel-Kedziorski | Ioannis Konstas | Luke Zettlemoyer | Hannaneh Hajishirzi |

Human-in-the-Loop Parsing EMNLP

Luheng He | Julian Michael | Mike Lewis | Luke Zettlemoyer |

Global Neural CCG Parsing with Optimality Guarantees EMNLP

Kenton Lee | Mike Lewis | Luke Zettlemoyer |

LSTM CCG Parsing NAACL

Mike Lewis | Kenton Lee | Luke Zettlemoyer |

Document-level Sentiment Inference with Social, Faction, and Discourse Context ACL

Eunsol Choi | Hannah Rashkin | Luke Zettlemoyer | Yejin Choi |

Summarizing Source Code using a Neural Attention Model ACL

Srinivasan Iyer | Ioannis Konstas | Alvin Cheung | Luke Zettlemoyer |

Proceedings of the Workshop on Uphill Battles in Language Processing: Scaling Early Achievements to Robust Methods WS

Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language EMNLP

Luheng He | Mike Lewis | Luke Zettlemoyer |

Mise en Place: Unsupervised Interpretation of Instructional Recipes EMNLP

Chloé Kiddon | Ganesa Thandavam Ponnuraj | Luke Zettlemoyer | Yejin Choi |

Joint A* CCG Parsing and Semantic Role Labelling EMNLP

Mike Lewis | Luheng He | Luke Zettlemoyer |

Event Detection and Factuality Assessment with Non-Expert Supervision EMNLP

Kenton Lee | Yoav Artzi | Yejin Choi | Luke Zettlemoyer |

Broad-coverage CCG Semantic Parsing with AMR EMNLP

Yoav Artzi | Kenton Lee | Luke Zettlemoyer |

Scalable Semantic Parsing with Partial Ontologies ACL IJCNLP

Eunsol Choi | Tom Kwiatkowski | Luke Zettlemoyer |

Morpho-syntactic Lexical Generalization for CCG Semantic Parsing EMNLP

Adrienne Wang | Tom Kwiatkowski | Luke Zettlemoyer |

Learning to Automatically Solve Algebra Word Problems ACL

Nate Kushman | Yoav Artzi | Luke Zettlemoyer | Regina Barzilay |

Context-dependent Semantic Parsing for Time Expressions ACL

Kenton Lee | Yoav Artzi | Jesse Dodge | Luke Zettlemoyer |

See No Evil, Say No Evil: Description Generation from Densely Labeled Images *SEMEVAL

Mark Yatskar | Michel Galley | Lucy Vanderwende | Luke Zettlemoyer |

Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves EMNLP

Hannaneh Hajishirzi | Leila Zilles | Daniel S. Weld | Luke Zettlemoyer |

Automatic Idiom Identification in Wiktionary EMNLP

Grace Muzny | Luke Zettlemoyer |

Scaling Semantic Parsers with On-the-Fly Ontology Matching EMNLP

Tom Kwiatkowski | Eunsol Choi | Yoav Artzi | Luke Zettlemoyer |

Learning Distributions over Logical Forms for Referring Expression Generation EMNLP

Nicholas FitzGerald | Yoav Artzi | Luke Zettlemoyer |

Learning to Relate Literal and Sentimental Descriptions of Visual Properties NAACL

Paraphrase-Driven Learning for Open Question Answering ACL

Anthony Fader | Luke Zettlemoyer | Oren Etzioni |

Lightly Supervised Learning of Procedural Dialog Systems ACL

Semantic Parsing with Combinatory Categorial Grammars ACL

Yoav Artzi | Nicholas FitzGerald | Luke Zettlemoyer |

Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions TACL

Yoav Artzi | Luke Zettlemoyer |

Modeling Missing Data in Distant Supervision for Information Extraction TACL

Alan Ritter | Luke Zettlemoyer | Mausam | Oren Etzioni |

A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings EACL

Tom Kwiatkowski | Sharon Goldwater | Luke Zettlemoyer | Mark Steedman |

Discriminative Learning for Joint Template Filling ACL

Einat Minkov | Luke Zettlemoyer |

Bootstrapping Semantic Parsers from Conversations EMNLP

Yoav Artzi | Luke Zettlemoyer |

Lexical Generalization in CCG Grammar Induction for Semantic Parsing EMNLP

Tom Kwiatkowski | Luke Zettlemoyer | Sharon Goldwater | Mark Steedman |

Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations ACL

Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification EMNLP

Tom Kwiatkowksi | Luke Zettlemoyer | Sharon Goldwater | Mark Steedman |

Reading between the Lines: Learning to Map High-Level Instructions to Commands ACL

S.R.K. Branavan | Luke Zettlemoyer | Regina Barzilay |

Reinforcement Learning for Mapping Instructions to Actions ACL IJCNLP

S.R.K. Branavan | Harr Chen | Luke Zettlemoyer | Regina Barzilay |

Learning Context-Dependent Mappings from Sentences to Logical Form ACL IJCNLP

Luke Zettlemoyer | Michael Collins |

A Generative Model for Parsing Natural Language to Meaning Representations EMNLP

Wei Lu | Hwee Tou Ng | Wee Sun Lee | Luke S. Zettlemoyer |

Online Learning of Relaxed CCG Grammars for Parsing to Logical Form CoNLL EMNLP

Luke Zettlemoyer | Michael Collins |

Selective Phrase Pair Extraction for Improved Statistical Machine Translation NAACL

Luke Zettlemoyer | Robert Moore |