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Rationale-Augmented Ensembles in Language Models


Jul 02, 2022
Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, Denny Zhou


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Least-to-Most Prompting Enables Complex Reasoning in Large Language Models


May 21, 2022
Denny Zhou, Nathanael Schärli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Olivier Bousquet, Quoc Le, Ed Chi


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Gravity aided navigation using Viterbi map matching algorithm


Apr 22, 2022
Wenchao Li, Christopher Gilliam, Xuezhi Wang, Allison Kealy, Andrew D. Greentree, Bill Moran


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PaLM: Scaling Language Modeling with Pathways


Apr 19, 2022
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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Self-Consistency Improves Chain of Thought Reasoning in Language Models


Apr 06, 2022
Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, Sharan Narang, Aakanksha Chowdhery, Denny Zhou

* V2: added PaLM based results 

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Continual Sequence Generation with Adaptive Compositional Modules


Apr 05, 2022
Yanzhe Zhang, Xuezhi Wang, Diyi Yang

* 15 pages, ACL 2022 

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Probabilistic Map Matching for Robust Inertial Navigation Aiding


Mar 31, 2022
Xuezhi Wang, Christopher Gilliam, Allison Kealy, John Close, Bill Moran

* 12 pages. 13 figures 

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Chain of Thought Prompting Elicits Reasoning in Large Language Models


Jan 28, 2022
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le, Denny Zhou


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Measure and Improve Robustness in NLP Models: A Survey


Dec 15, 2021
Xuezhi Wang, Haohan Wang, Diyi Yang


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