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PaLM: Scaling Language Modeling with Pathways



Aakanksha Chowdhery , Sharan Narang , Jacob Devlin , Maarten Bosma , Gaurav Mishra , Adam Roberts , Paul Barham , Hyung Won Chung , Charles Sutton , Sebastian Gehrmann , Parker Schuh , Kensen Shi , Sasha Tsvyashchenko , Joshua Maynez , Abhishek Rao , Parker Barnes , Yi Tay , Noam Shazeer , Vinodkumar Prabhakaran , Emily Reif , Nan Du , Ben Hutchinson , Reiner Pope , James Bradbury , Jacob Austin , Michael Isard , Guy Gur-Ari , Pengcheng Yin , Toju Duke , Anselm Levskaya , Sanjay Ghemawat , Sunipa Dev , Henryk Michalewski , Xavier Garcia , Vedant Misra , Kevin Robinson , Liam Fedus , Denny Zhou , Daphne Ippolito , David Luan , Hyeontaek Lim , Barret Zoph , Alexander Spiridonov , Ryan Sepassi , David Dohan , Shivani Agrawal , Mark Omernick , Andrew M. Dai , Thanumalayan Sankaranarayana Pillai , Marie Pellat , Aitor Lewkowycz , Erica Moreira , Rewon Child , Oleksandr Polozov , Katherine Lee , Zongwei Zhou , Xuezhi Wang , Brennan Saeta , Mark Diaz , Orhan Firat , Michele Catasta , Jason Wei , Kathy Meier-Hellstern , Douglas Eck , Jeff Dean , Slav Petrov , Noah Fiedel


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Measuring Attribution in Natural Language Generation Models



Hannah Rashkin , Vitaly Nikolaev , Matthew Lamm , Michael Collins , Dipanjan Das , Slav Petrov , Gaurav Singh Tomar , Iulia Turc , David Reitter


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Measuring and Reducing Gendered Correlations in Pre-trained Models



Kellie Webster , Xuezhi Wang , Ian Tenney , Alex Beutel , Emily Pitler , Ellie Pavlick , Jilin Chen , Slav Petrov


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Natural Language Processing with Small Feed-Forward Networks



Jan A. Botha , Emily Pitler , Ji Ma , Anton Bakalov , Alex Salcianu , David Weiss , Ryan McDonald , Slav Petrov

* EMNLP 2017 short paper 

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SyntaxNet Models for the CoNLL 2017 Shared Task



Chris Alberti , Daniel Andor , Ivan Bogatyy , Michael Collins , Dan Gillick , Lingpeng Kong , Terry Koo , Ji Ma , Mark Omernick , Slav Petrov , Chayut Thanapirom , Zora Tung , David Weiss

* Tech report 

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Globally Normalized Transition-Based Neural Networks



Daniel Andor , Chris Alberti , David Weiss , Aliaksei Severyn , Alessandro Presta , Kuzman Ganchev , Slav Petrov , Michael Collins


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Structured Training for Neural Network Transition-Based Parsing



David Weiss , Chris Alberti , Michael Collins , Slav Petrov


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Grammar as a Foreign Language



Oriol Vinyals , Lukasz Kaiser , Terry Koo , Slav Petrov , Ilya Sutskever , Geoffrey Hinton


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Temporal Analysis of Language through Neural Language Models



Yoon Kim , Yi-I Chiu , Kentaro Hanaki , Darshan Hegde , Slav Petrov

* Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science. June, 2014. 61--65 

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