Vedant Misra
I work on studying and extending the capabilities of large neural networks with the goal of understanding the computational principles of intelligence. I previously oversaw the Algorithms and Reasoning teams at OpenAI. Earlier, I was founder and CEO of Kemvi (acquired by HubSpot), and led the ML Labs team at HubSpot, focused on developing new machine learning products with language.
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aitor Lewkowycz
Daniel Freeman
Ethan S Dyer
Guy Gur-Ari
Jaehoon Lee
Jascha Sohl-dickstein
Liam B. Fedus
TBD (2022)
PaLM: Scaling Language Modeling with Pathways
Aakanksha Chowdhery
Sharan Narang
Jacob Devlin
Maarten Bosma
Hyung Won Chung
Sebastian Gehrmann
Parker Schuh
Sasha Tsvyashchenko
Abhishek Rao
Yi Tay
Noam Shazeer
Nan Du
Reiner Pope
James Bradbury
Guy Gur-Ari
Toju Duke
Henryk Michalewski
Xavier Garcia
Liam Fedus
David Luan
Barret Zoph
Ryan Sepassi
David Dohan
Shivani Agrawal
Mark Omernick
Marie Pellat
Aitor Lewkowycz
Erica Moreira
Rewon Child
Oleksandr Polozov
Zongwei Zhou
Brennan Saeta
Michele Catasta
Jason Wei
Kathy Meier-Hellstern
arxiv:2204.02311 (2022)
Solving Quantitative Reasoning Problems with Language Models
Aitor Lewkowycz
David Martin Dohan
Ethan S Dyer
Henryk Michalewski
Cem Anil
Imanol Schlag
Theo Gutman-Solo
Yuhuai Wu
Behnam Neyshabur
Guy Gur-Ari
NeurIPS (2022)
Exploring Length Generalization in Large Language Models
Cem Anil
Yuhuai Wu
Aitor Lewkowycz
Guy Gur-Ari
Ethan S Dyer
Behnam Neyshabur
NeurIPS Oral (2022)
