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PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World


Jun 01, 2021
Rowan Zellers, Ari Holtzman, Matthew Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi

* ACL 2021 camera ready, project page at https://rowanzellers.com/piglet/ 

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Shallow Syntax in Deep Water


Aug 29, 2019
Swabha Swayamdipta, Matthew Peters, Brendan Roof, Chris Dyer, Noah A. Smith


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To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks


Mar 14, 2019
Matthew Peters, Sebastian Ruder, Noah A. Smith


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AllenNLP: A Deep Semantic Natural Language Processing Platform


May 31, 2018
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson Liu, Matthew Peters, Michael Schmitz, Luke Zettlemoyer

* Describes the initial version of AllenNLP. Many features and models have been added since the first release. This is the paper to cite if you use AllenNLP in your research. Updated 5/31/2018 with version accepted to the NLP OSS workshop help at ACL 2018 

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Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples


May 16, 2018
Vidur Joshi, Matthew Peters, Mark Hopkins

* ACL 2018 

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Construction of the Literature Graph in Semantic Scholar


May 06, 2018
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni

* To appear in NAACL 2018 industry track 

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