NLPExplorer

Yejin Choi

Number of Papers:- 82

Number of Citations:- 660

First ACL Paper:- 2005

Latest ACL Paper:- 2020

Venues:-

COLING

LSDSem

HLT

EMNLP

ACL

Findings

TACL

INLG

RANLP

CoNLL

NAACL

Co-Authors:-

Similar Authors:-

Jie Wang

Jingwen Wang

Malgorzata Budzikowska

Changbeom Lee

Cody Rioux

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 |