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Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications


May 13, 2022
Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daumé III, Kaheer Suleman, Alexandra Olteanu

* Camera Ready for NAACL 2022 (Main Conference) 

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Modeling Event Plausibility with Consistent Conceptual Abstraction


Apr 20, 2021
Ian Porada, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung

* NAACL-HLT 2021 

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An Analysis of Dataset Overlap on Winograd-Style Tasks


Nov 09, 2020
Ali Emami, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung

* 11 pages with references, accepted at COLING 2020 

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ALFWorld: Aligning Text and Embodied Environments for Interactive Learning


Oct 08, 2020
Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, Yonatan Bisk, Adam Trischler, Matthew Hausknecht

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

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An Empirical Study on Neural Keyphrase Generation


Sep 22, 2020
Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler, Daqing He


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Exploring and Predicting Transferability across NLP Tasks


May 02, 2020
Tu Vu, Tong Wang, Tsendsuren Munkhdalai, Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer

* Preprint, 44 pages, 3 figures, 33 tables 

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Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning


Apr 29, 2020
Tao Shen, Yi Mao, Pengcheng He, Guodong Long, Adam Trischler, Weizhu Chen


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Role-Wise Data Augmentation for Knowledge Distillation


Apr 19, 2020
Jie Fu, Xue Geng, Zhijian Duan, Bohan Zhuang, Xingdi Yuan, Adam Trischler, Jie Lin, Chris Pal, Hao Dong


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Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games


Feb 21, 2020
Ashutosh Adhikari, Xingdi Yuan, Marc-Alexandre Côté, Mikuláš Zelinka, Marc-Antoine Rondeau, Romain Laroche, Pascal Poupart, Jian Tang, Adam Trischler, William L. Hamilton


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Building Dynamic Knowledge Graphs from Text-based Games


Oct 22, 2019
Mikulas Zelinka, Xingdi Yuan, Marc-Alexandre Cote, Romain Laroche, Adam Trischler

* NeurIPS 2019, Graph Representation Learning(GRL) Workshop 

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