Kevin Gimpel

Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing ACL 2024 GEE! Grammar Error Explanation with Large Language Models NAACL 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023 “What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation NAACL 2022 Deep Clustering of Text Representations for Supervision-Free Probing of Syntax AAAI 2022 Chess as a Testbed for Language Model State Tracking AAAI 2022 Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022 SummScreen: A Dataset for Abstractive Screenplay Summarization ACL 2022 Moment Distributionally Robust Tree Structured Prediction NIPS 2022 Baked-in State Probing EMNLP 2022 Paraphrastic Representations at Scale EMNLP 2022 WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections ACL 2021 WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections IJCNLP 2021 Substructure Substitution: Structured Data Augmentation for NLP IJCNLP 2021 Unsupervised Label Refinement Improves Dataless Text Classification IJCNLP 2021 Unsupervised Label Refinement Improves Dataless Text Classification ACL 2021 Substructure Substitution: Structured Data Augmentation for NLP ACL 2021 FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models NAACL 2021 On Generalization in Coreference Resolution EMNLP 2021 Reconsidering the Past: Optimizing Hidden States in Language Models EMNLP 2021 Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks EMNLP 2020 ALBERT: A Lite BERT for Self-supervised Learning of Language Representations ICLR 2020 ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020 PeTra: A Sparsely Supervised Memory Model for People Tracking ACL 2020 Distractor Analysis and Selection for Multiple-Choice Cloze Questions for Second-Language Learners ACL 2020 Learning Probabilistic Sentence Representations from Paraphrases ACL 2020 A Cross-Task Analysis of Text Span Representations ACL 2020 How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions AAAI 2020 An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks EMNLP 2020 On the Role of Supervision in Unsupervised Constituency Parsing EMNLP 2020 Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020 Mining Knowledge for Natural Language Inference from Wikipedia Categories EMNLP 2020 Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020 Benchmarking Approximate Inference Methods for Neural Structured Prediction NAACL 2019 Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019 Latent-Variable Generative Models for Data-Efficient Text Classification IJCNLP 2019 PoMo: Generating Entity-Specific Post-Modifiers in Context NAACL 2019 EntEval: A Holistic Evaluation Benchmark for Entity Representations IJCNLP 2019 Controllable Paraphrase Generation with a Syntactic Exemplar ACL 2019 Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019 Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019 A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019 Visually Grounded Neural Syntax Acquisition ACL 2019 EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP 2019 Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP 2019 Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019 Generating Diverse Story Continuations with Controllable Semantics EMNLP 2019 Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer EMNLP 2019 Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018 Adversarial Example Generation with Syntactically Controlled Paraphrase Networks NAACL 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations ACL 2018 Variational Sequential Labelers for Semi-Supervised Learning EMNLP 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NIPS 2018 Learning Approximate Inference Networks for Structured Prediction ICLR 2018 Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ACL 2017 Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext EMNLP 2017 Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ACL 2017 Broad Context Language Modeling as Reading Comprehension EACL 2017 UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement SEMEVAL 2016 Constraints Based Convex Belief Propagation NIPS 2016 Commonsense Knowledge Base Completion ACL 2016 Charagram: Embedding Words and Sentences via Character n-grams EMNLP 2016 Who did What: A Large-Scale Person-Centered Cloze Dataset EMNLP 2016 Efficient Segmental Cascades for Speech Recognition INTERSPEECH 2016 Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks EMNLP 2015 Deep Multilingual Correlation for Improved Word Embeddings NAACL 2015 Machine Comprehension with Syntax, Frames, and Semantics ACL 2015 Machine Comprehension with Syntax, Frames, and Semantics IJCNLP 2015 Tailoring Continuous Word Representations for Dependency Parsing ACL 2014 Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation EMNLP 2014 Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters NAACL 2013 A Systematic Exploration of Diversity in Machine Translation EMNLP 2013 Word Salad: Relating Food Prices and Descriptions EMNLP 2012 Structured Ramp Loss Minimization for Machine Translation NAACL 2012 Concavity and Initialization for Unsupervised Dependency Parsing NAACL 2012 Word Salad: Relating Food Prices and Descriptions CONLL 2012 Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments ACL 2011 Quasi-Synchronous Phrase Dependency Grammars for Machine Translation EMNLP 2011 Movie Reviews and Revenues: An Experiment in Text Regression NAACL 2010 Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions NAACL 2010 Distributed Asynchronous Online Learning for Natural Language Processing CONLL 2010 Feature-Rich Translation by Quasi-Synchronous Lattice Parsing EMNLP 2009 Cube Summing, Approximate Inference with Non-Local Features, and Dynamic Programming without Semirings EACL 2009 Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NIPS 2008