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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code



Sebastian Gehrmann , Abhik Bhattacharjee , Abinaya Mahendiran , Alex Wang , Alexandros Papangelis , Aman Madaan , Angelina McMillan-Major , Anna Shvets , Ashish Upadhyay , Bingsheng Yao , Bryan Wilie , Chandra Bhagavatula , Chaobin You , Craig Thomson , Cristina Garbacea , Dakuo Wang , Daniel Deutsch , Deyi Xiong , Di Jin , Dimitra Gkatzia , Dragomir Radev , Elizabeth Clark , Esin Durmus , Faisal Ladhak , Filip Ginter , Genta Indra Winata , Hendrik Strobelt , Hiroaki Hayashi , Jekaterina Novikova , Jenna Kanerva , Jenny Chim , Jiawei Zhou , Jordan Clive , Joshua Maynez , João Sedoc , Juraj Juraska , Kaustubh Dhole , Khyathi Raghavi Chandu , Laura Perez-Beltrachini , Leonardo F. R. Ribeiro , Lewis Tunstall , Li Zhang , Mahima Pushkarna , Mathias Creutz , Michael White , Mihir Sanjay Kale , Moussa Kamal Eddine , Nico Daheim , Nishant Subramani , Ondrej Dusek , Paul Pu Liang , Pawan Sasanka Ammanamanchi , Qi Zhu , Ratish Puduppully , Reno Kriz , Rifat Shahriyar , Ronald Cardenas , Saad Mahamood , Salomey Osei , Samuel Cahyawijaya , Sanja Štajner , Sebastien Montella , Shailza , Shailza Jolly , Simon Mille , Tahmid Hasan , Tianhao Shen , Tosin Adewumi , Vikas Raunak , Vipul Raheja , Vitaly Nikolaev , Vivian Tsai , Yacine Jernite , Ying Xu , Yisi Sang , Yixin Liu , Yufang Hou


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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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A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation



Shashi Narayan , Gonçalo Simões , Yao Zhao , Joshua Maynez , Dipanjan Das , Michael Collins , Mirella Lapata

* 21 pages, ACL 2022 

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Shatter: An Efficient Transformer Encoder with Single-Headed Self-Attention and Relative Sequence Partitioning



Ran Tian , Joshua Maynez , Ankur P. Parikh


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Focus Attention: Promoting Faithfulness and Diversity in Summarization



Rahul Aralikatte , Shashi Narayan , Joshua Maynez , Sascha Rothe , Ryan McDonald

* ACL 2021 

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Planning with Entity Chains for Abstractive Summarization



Shashi Narayan , Yao Zhao , Joshua Maynez , Gonçalo Simoes , Ryan McDonald

* 11 pages 

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Stepwise Extractive Summarization and Planning with Structured Transformers



Shashi Narayan , Joshua Maynez , Jakub Adamek , Daniele Pighin , Blaž Bratanič , Ryan McDonald

* 17 pages, EMNLP 2020 

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On Faithfulness and Factuality in Abstractive Summarization



Joshua Maynez , Shashi Narayan , Bernd Bohnet , Ryan McDonald

* ACL 2020, 14 pages 

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Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings



Bernd Bohnet , Ryan McDonald , Goncalo Simoes , Daniel Andor , Emily Pitler , Joshua Maynez

* ACL 2018 

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