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Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering

Nov 07, 2020
Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari

* 10 pages 

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Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games

Nov 05, 2020
Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon

* Accepted to the International Conference on Computational Linguistics (COLING) 2020 

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ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Oct 08, 2020
Mohit Shridhar, Xingdi Yuan, Marc-Alexandre C√īt√©, Yonatan Bisk, Adam Trischler, Matthew Hausknecht

* Data, code, and videos are available at alfworld.github.io 

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The Return of Lexical Dependencies: Neural Lexicalized PCFGs

Jul 29, 2020
Hao Zhu, Yonatan Bisk, Graham Neubig

* Accepted at TACL 2020 

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RMM: A Recursive Mental Model for Dialog Navigation

May 02, 2020
Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao


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A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos

May 02, 2020
Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan


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Experience Grounds Language

Apr 21, 2020
Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian


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Multi-View Learning for Vision-and-Language Navigation

Mar 09, 2020
Qiaolin Xia, Xiujun Li, Chunyuan Li, Yonatan Bisk, Zhifang Sui, Jianfeng Gao, Yejin Choi, Noah A. Smith

* 16 pages, 8 figures 

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ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Dec 03, 2019
Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox

* https://askforalfred.com/ 

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PIQA: Reasoning about Physical Commonsense in Natural Language

Nov 26, 2019
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi

* AAAI 2020 

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Robust Navigation with Language Pretraining and Stochastic Sampling

Sep 05, 2019
Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah Smith, Yejin Choi

* 8 pages, 4 figures, EMNLP 2019 

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Defending Against Neural Fake News

May 29, 2019
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi

* https://rowanzellers.com/grover 

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HellaSwag: Can a Machine Really Finish Your Sentence?

May 19, 2019
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi

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

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Improving Robot Success Detection using Static Object Data

Apr 02, 2019
Rosario Scalise, Jesse Thomason, Yonatan Bisk, Siddhartha Srinivasa


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

Apr 02, 2019
Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan, Jingjing Liu, Jianfeng Gao, Yejin Choi, Siddhartha Srinivasa

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

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Prospection: Interpretable Plans From Language By Predicting the Future

Mar 20, 2019
Chris Paxton, Yonatan Bisk, Jesse Thomason, Arunkumar Byravan, Dieter Fox

* Accepted to ICRA 2019; extended version with appendix containing additional results 

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Character-based Surprisal as a Model of Human Reading in the Presence of Errors

Feb 02, 2019
Michael Hahn, Frank Keller, Yonatan Bisk, Yonatan Belinkov

* Under double-blind peer review, please do not disseminate widely 

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From Recognition to Cognition: Visual Commonsense Reasoning

Nov 27, 2018
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi

* 27 pages, 19 figures 

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Early Fusion for Goal Directed Robotic Vision

Nov 21, 2018
Aaron Walsman, Yonatan Bisk, Saadia Gabriel, Dipendra Misra, Yoav Artzi, Yejin Choi, Dieter Fox


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Shifting the Baseline: Single Modality Performance on Visual Navigation & QA

Nov 01, 2018
Jesse Thomason, Daniel Gordan, Yonatan Bisk


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

Aug 16, 2018
Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

* EMNLP 2018 

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Inducing Grammars with and for Neural Machine Translation

May 28, 2018
Ke Tran, Yonatan Bisk

* accepted at NMT workshop (WNMT 2018) 

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Balancing Shared Autonomy with Human-Robot Communication

May 20, 2018
Rosario Scalise, Yonatan Bisk, Maxwell Forbes, Daqing Yi, Yejin Choi, Siddhartha Srinivasa


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Synthetic and Natural Noise Both Break Neural Machine Translation

Feb 24, 2018
Yonatan Belinkov, Yonatan Bisk

* ICLR 2018 camera-ready 

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CHALET: Cornell House Agent Learning Environment

Jan 23, 2018
Claudia Yan, Dipendra Misra, Andrew Bennnett, Aaron Walsman, Yonatan Bisk, Yoav Artzi


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Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Dec 24, 2017
Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu

* AAAI 2018 

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Natural Language Inference from Multiple Premises

Oct 09, 2017
Alice Lai, Yonatan Bisk, Julia Hockenmaier

* Accepted at IJCNLP 2017 

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Evaluating Induced CCG Parsers on Grounded Semantic Parsing

Jan 31, 2017
Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, Mark Steedman

* EMNLP 2016, Table 2 erratum, Code and Freebase Semantic Parsing data URL 

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Unsupervised Neural Hidden Markov Models

Sep 28, 2016
Ke Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight

* accepted at EMNLP 2016, Workshop on Structured Prediction for NLP. Oral presentation 

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