Yejin Choi

Do Neural Language Representations Learn Physical Commonsense?

Maxwell Forbes, Ari Holtzman, Yejin Choi

Comments Published in The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019)

Early Fusion for Goal Directed Robotic Vision

Aaron Walsman, Yonatan Bisk, Saadia Gabriel, Dipendra Misra, Yoav Artzi, Yejin Choi, Dieter Fox

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Hannah Rashkin, Maarten Sap, Emily Allaway, Noah A. Smith, Yejin Choi

Comments Accepted to ACL 2018 (long paper). First two authors contributed equally. arXiv admin note: text overlap with arXiv:1903.06901 by other authors

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi

Comments Accepted to ACL 2019

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

Lianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao

Comments ACL 2019 long paper

Efficient Adaptation of Pretrained Transformers for Abstractive Summarization

Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi

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

Aida Amini, Saadia Gabriel, Peter Lin, Rik Koncel-Kedziorski, Yejin Choi, Hannaneh Hajishirzi

HellaSwag: Can a Machine Really Finish Your Sentence?

Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi

Comments ACL 2019. Project page at https://rowanzellers.com/hellaswag

Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation

Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan, Jingjing Liu, Jianfeng Gao, Yejin Choi, Siddhartha Srinivasa

Comments CVPR 2019 Oral, video demo: https://youtu.be/AD9TNohXoPA

From Recognition to Cognition: Visual Commonsense Reasoning

Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi

Comments CVPR 2019 oral. Project page at https://visualcommonsense.com

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

Maarten Sap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, Yejin Choi

Comments AAAI 2019 CR

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie

Comments To appear in TACL

Neural Metaphor Detection in Context

Ge Gao, Eunsol Choi, Yejin Choi, Luke Zettlemoyer

Comments EMNLP 2018

QuAC : Question Answering in Context

Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer

Comments EMNLP Camera Ready

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

Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

Comments EMNLP 2018

Deep Communicating Agents for Abstractive Summarization

Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi

Comments Accepted for publication at NAACL 2018

Ultra-Fine Entity Typing

Eunsol Choi, Omer Levy, Yejin Choi, Luke Zettlemoyer

Comments ACL 18

Balancing Shared Autonomy with Human-Robot Communication

Rosario Scalise, Yonatan Bisk, Maxwell Forbes, Daqing Yi, Yejin Choi, Siddhartha Srinivasa

Modeling Naive Psychology of Characters in Simple Commonsense Stories

Hannah Rashkin, Antoine Bosselut, Maarten Sap, Kevin Knight, Yejin Choi

Comments Accepted to ACL 2018 (long paper)

Learning to Write with Cooperative Discriminators

Ari Holtzman, Jan Buys, Maxwell Forbes, Antoine Bosselut, David Golub, Yejin Choi

Comments In Proceedings of ACL 2018

Simulating Action Dynamics with Neural Process Networks

Antoine Bosselut, Omer Levy, Ari Holtzman, Corin Ennis, Dieter Fox, Yejin Choi

Discourse-Aware Neural Rewards for Coherent Text Generation

Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi

Comments NAACL 2018

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

Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman, Yejin Choi, Noah A. Smith, Mari Ostendorf

Comments 5 pages, 3 figures, NAACL 2018

Neural Motifs: Scene Graph Parsing with Global Context

Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi

Comments CVPR 2018 camera ready

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu

Comments AAAI 2018

Zero-Shot Activity Recognition with Verb Attribute Induction

Rowan Zellers, Yejin Choi

Comments accepted to EMNLP 2017

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

Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi, Luke Zettlemoyer

Comments Accepted in ACL 2017

Dynamic Entity Representations in Neural Language Models

Yangfeng Ji, Chenhao Tan, Sebastian Martschat, Yejin Choi, Noah A. Smith

Comments EMNLP 2017 camera-ready version

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

Roy Schwartz, Maarten Sap, Ioannis Konstas, Li Zilles, Yejin Choi, Noah A. Smith

Comments 11 pages, CoNLL 2017

Verb Physics: Relative Physical Knowledge of Actions and Objects

Maxwell Forbes, Yejin Choi

Comments 11 pages, published in Proceedings of ACL 2017