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Improving Intrinsic Exploration with Language Abstractions


Feb 17, 2022
Jesse Mu , Victor Zhong , Roberta Raileanu , Minqi Jiang , Noah Goodman , Tim RocktÀschel , Edward Grefenstette


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UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models


Jan 20, 2022
Tianbao Xie , Chen Henry Wu , Peng Shi , Ruiqi Zhong , Torsten Scholak , Michihiro Yasunaga , Chien-Sheng Wu , Ming Zhong , Pengcheng Yin , Sida I. Wang , Victor Zhong , Bailin Wang , Chengzu Li , Connor Boyle , Ansong Ni , Ziyu Yao , Dragomir Radev , Caiming Xiong , Lingpeng Kong , Rui Zhang , Noah A. Smith , Luke Zettlemoyer , Tao Yu


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SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark


Oct 20, 2021
Victor Zhong , Austin W. Hanjie , Sida I. Wang , Karthik Narasimhan , Luke Zettlemoyer

* NeurIPS 2021. 14 pages, 8 figures 

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LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer


May 18, 2021
Machel Reid , Victor Zhong

* ACL-IJCNLP 2021 (Findings) 

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Grounded Adaptation for Zero-shot Executable Semantic Parsing


Sep 17, 2020
Victor Zhong , Mike Lewis , Sida I. Wang , Luke Zettlemoyer

* EMNLP 2020 long paper. 14 pages, 5 figures 

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RTFM: Generalising to Novel Environment Dynamics via Reading


Oct 18, 2019
Victor Zhong , Tim RocktÀschel , Edward Grefenstette

* 17 pages, 13 figures 

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Multi-hop Reading Comprehension through Question Decomposition and Rescoring


Jun 30, 2019
Sewon Min , Victor Zhong , Luke Zettlemoyer , Hannaneh Hajishirzi

* Published as a conference paper at ACL 2019 (long). Code available at https://github.com/shmsw25/DecompRC 

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E3: Entailment-driven Extracting and Editing for Conversational Machine Reading


Jun 12, 2019
Victor Zhong , Luke Zettlemoyer

* Published at the Annual Meeting of the Association for Computational Linguistics (ACL) 2019. Source code: https://github.com/vzhong/e3. 10 pages, 5 figures 

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