NLPExplorer

Yejin Choi

Number of Papers:- 116

Number of Citations:- 660

First ACL Paper:- 2005

Latest ACL Paper:- 2022

Venues:-

EACL

NAACL

TACL

IJCNLP

ACL

LSDSem

Findings

CoNLL

HLT

COLING

RANLP

EMNLP

INLG

Co-Authors:-

Alexander Richard Fabbri

Similar Authors:-

Jie Wang

Jingwen Wang

Malgorzata Budzikowska

Changbeom Lee

Cody Rioux

Generated Knowledge Prompting for Commonsense Reasoning ACL

Misinfo Reaction Frames: Reasoning about Readers’ Reactions to News Headlines ACL

Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text ACL

Reframing Instructional Prompts to GPTk’s Language ACL Findings

Probing Factually Grounded Content Transfer with Factual Ablation ACL Findings

Peter West | Chris Quirk | Michel Galley | Yejin Choi |

It’s not Rocket Science: Interpreting Figurative Language in Narratives TACL

Tuhin Chakrabarty | Yejin Choi | Vered Shwartz |

Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL

Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL

Aligning to Social Norms and Values in Interactive Narratives NAACL

Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL

Transparent Human Evaluation for Image Captioning NAACL

Exposing the Limits of Video-Text Models through Contrast Sets NAACL

Reframing Human-AI Collaboration for Generating Free-Text Explanations NAACL

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL

Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL

Discourse Understanding and Factual Consistency in Abstractive Summarization EACL

Challenges in Automated Debiasing for Toxic Language Detection EACL

NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL

TuringAdvice: A Generative and Dynamic Evaluation of Language Use NAACL

“I’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL

Liwei Jiang | Antoine Bosselut | Chandra Bhagavatula | Yejin Choi |

GO FIGURE: A Meta Evaluation of Factuality in Summarization Findings

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ACL IJCNLP

Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL IJCNLP

proScript: Partially Ordered Scripts Generation EMNLP Findings

On-the-Fly Attention Modulation for Neural Generation Findings

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL IJCNLP

Contrastive Explanations for Model Interpretability EMNLP

Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP

Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ACL IJCNLP

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

TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL IJCNLP

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules EMNLP

CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP

Commonsense Reasoning for Natural Language Processing ACL

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ACL

Social Bias Frames: Reasoning about Social and Power Implications of Language ACL

Do Neural Language Models Overcome Reporting Bias? COLING

Vered Shwartz | Yejin Choi |

Unsupervised Commonsense Question Answering with Self-Talk EMNLP

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics EMNLP

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking EMNLP

Hannah Rashkin | Asli Celikyilmaz | Yejin Choi | Jianfeng Gao |

PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction EMNLP

Xinyao Ma | Maarten Sap | Hannah Rashkin | Yejin Choi |

Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP Findings

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP

RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP Findings

Generative Data Augmentation for Commonsense Reasoning EMNLP Findings

Social Chemistry 101: Learning to Reason about Social and Moral Norms EMNLP

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning EMNLP Findings

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP Findings

Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning EMNLP

Lifu Huang | Ronan Le Bras | Chandra Bhagavatula | Yejin Choi |

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP

Peter West | Ari Holtzman | Jan Buys | Yejin Choi |

Social IQa: Commonsense Reasoning about Social Interactions EMNLP

Counterfactual Story Reasoning and Generation EMNLP

MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms NAACL

Benchmarking Hierarchical Script Knowledge NAACL

Yonatan Bisk | Jan Buys | Karl Pichotta | Yejin Choi |

The Risk of Racial Bias in Hate Speech Detection ACL

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL

HellaSwag: Can a Machine Really Finish Your Sentence? ACL

Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ACL

DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension TACL

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP

Rowan Zellers | Yonatan Bisk | Roy Schwartz | Yejin Choi |

Neural Metaphor Detection in Context EMNLP

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

QuAC: Question Answering in Context EMNLP

Discourse-Aware Neural Rewards for Coherent Text Generation NAACL

Deep Communicating Agents for Abstractive Summarization NAACL

Asli Celikyilmaz | Antoine Bosselut | Xiaodong He | Yejin Choi |

Neural Poetry Translation NAACL

Marjan Ghazvininejad | Yejin Choi | Kevin Knight |

Sounding Board: A User-Centric and Content-Driven Social Chatbot NAACL

Ultra-Fine Entity Typing ACL

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

Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL

Learning to Write with Cooperative Discriminators ACL

Modeling Naive Psychology of Characters in Simple Commonsense Stories ACL

Zero-Shot Activity Recognition with Verb Attribute Induction EMNLP

Rowan Zellers | Yejin Choi |

Dynamic Entity Representations in Neural Language Models EMNLP

Connotation Frames of Power and Agency in Modern Films EMNLP

Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking EMNLP

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task CoNLL

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

Verb Physics: Relative Physical Knowledge of Actions and Objects ACL

Maxwell Forbes | Yejin Choi |

Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast ACL

Hannah Rashkin | Eric Bell | Yejin Choi | Svitlana Volkova |

Story Cloze Task: UW NLP System LSDSem WS

Globally Coherent Text Generation with Neural Checklist Models EMNLP

Chloé Kiddon | Luke Zettlemoyer | Yejin Choi |

Generating Topical Poetry EMNLP

Marjan Ghazvininejad | Xing Shi | Yejin Choi | Kevin Knight |

Connotation Frames: A Data-Driven Investigation ACL

Hannah Rashkin | Sameer Singh | Yejin Choi |

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

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

Learning Prototypical Event Structure from Photo Albums ACL

Sketch-to-Text Generation: Toward Contextual, Creative, and Coherent Composition INLG WS

Yejin Choi |

Mise en Place: Unsupervised Interpretation of Instructional Recipes EMNLP

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

Event Detection and Factuality Assessment with Non-Expert Supervision EMNLP

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

Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition NAACL

Jianfu Chen | Polina Kuznetsova | David Warren | Yejin Choi |

Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays EMNLP

Ritwik Banerjee | Song Feng | Jun Seok Kang | Yejin Choi |

ConnotationWordNet: Learning Connotation over the Word+Sense Network ACL

Jun Seok Kang | Song Feng | Leman Akoglu | Yejin Choi |

TreeTalk: Composition and Compression of Trees for Image Descriptions TACL

Polina Kuznetsova | Vicente Ordonez | Tamara L. Berg | Yejin Choi |

Understanding and Quantifying Creativity in Lexical Composition EMNLP

Polina Kuznetsova | Jianfu Chen | Yejin Choi |

Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews EMNLP

Jun Seok Kang | Polina Kuznetsova | Michael Luca | Yejin Choi |

Success with Style: Using Writing Style to Predict the Success of Novels EMNLP

Vikas Ganjigunte Ashok | Song Feng | Yejin Choi |

Connotation Lexicon: A Dash of Sentiment Beneath the Surface Meaning ACL

Song Feng | Jun Seok Kang | Polina Kuznetsova | Yejin Choi |

Generalizing Image Captions for Image-Text Parallel Corpus ACL

Characterizing Stylistic Elements in Syntactic Structure CoNLL EMNLP

Song Feng | Ritwik Banerjee | Yejin Choi |

Detecting Visual Text NAACL

Collective Generation of Natural Image Descriptions ACL

Syntactic Stylometry for Deception Detection ACL

Song Feng | Ritwik Banerjee | Yejin Choi |

Learning General Connotation of Words using Graph-based Algorithms EMNLP

Song Feng | Ritwik Bose | Yejin Choi |

Finding Deceptive Opinion Spam by Any Stretch of the Imagination ACL

Myle Ott | Yejin Choi | Claire Cardie | Jeffrey T. Hancock |

Language of Vandalism: Improving Wikipedia Vandalism Detection via Stylometric Analysis ACL

Domain Independent Authorship Attribution without Domain Adaptation RANLP

Rohith Menon | Yejin Choi |

Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre CoNLL WS

Ruchita Sarawgi | Kailash Gajulapalli | Yejin Choi |

Composing Simple Image Descriptions using Web-scale N-grams CoNLL WS

Hierarchical Sequential Learning for Extracting Opinions and Their Attributes ACL

Yejin Choi | Claire Cardie |

Automatically Generating Annotator Rationales to Improve Sentiment Classification ACL

Ainur Yessenalina | Yejin Choi | Claire Cardie |

Adapting a Polarity Lexicon using Integer Linear Programming for Domain-Specific Sentiment Classification EMNLP

Yejin Choi | Claire Cardie |

Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis EMNLP

Yejin Choi | Claire Cardie |

Structured Local Training and Biased Potential Functions for Conditional Random Fields with Application to Coreference Resolution NAACL

Yejin Choi | Claire Cardie |