Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Staged Training for Transformer Language Models



Sheng Shen , Pete Walsh , Kurt Keutzer , Jesse Dodge , Matthew Peters , Iz Beltagy


   Access Paper or Ask Questions

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



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/ 

   Access Paper or Ask Questions

Shallow Syntax in Deep Water



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


   Access Paper or Ask Questions

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



Matthew Peters , Sebastian Ruder , Noah A. Smith


   Access Paper or Ask Questions

AllenNLP: A Deep Semantic Natural Language Processing Platform



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 

   Access Paper or Ask Questions

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



Vidur Joshi , Matthew Peters , Mark Hopkins

* ACL 2018 

   Access Paper or Ask Questions

Construction of the Literature Graph in Semantic Scholar



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 

   Access Paper or Ask Questions