Slav Petrov
Slav Petrov is Vice President, Research at Google DeepMind. He is a co-lead on Gemini, Google's large models effort. His work has been recognized with multiple Best Paper Awards (ACL'11, NAACL'12, ACL'16, 10-year Test-of-Time Award at ACL'23) and provides better language capabilities to billions of users in a variety of Google products spanning Web Search, Assistant, Ads, Translate & Cloud. Slav is the recipient of the 2014 John Atanasoff Award by the President of Bulgaria and a World Champion at RoboCup 2004. For many years, Slav taught Statistical Natural Language Processing at New York University. He holds a PhD from the University of California at Berkeley.
Slav has spent roughly equal parts of his life in Bulgaria, Germany and the US. Whenever Bulgaria plays Germany in soccer, he supports Bulgaria.
See also my personal webpage for more information (including presentation slides).
Slav has spent roughly equal parts of his life in Bulgaria, Germany and the US. Whenever Bulgaria plays Germany in soccer, he supports Bulgaria.
See also my personal webpage for more information (including presentation slides).
Authored Publications
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Google
Measuring Attribution in Natural Language Generation Models
Iulia Turc
Computational Linguistics, 49 (2023), pp. 777-840
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)
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
Pat Verga
Jianmo Ni
arXiv (2022)
Measuring and Reducing Gendered Correlations in Pre-trained Models
Alex Beutel
Emily Pitler
arXiv (2020)
Natural Questions: a Benchmark for Question Answering Research
Olivia Redfield
Danielle Epstein
Illia Polosukhin
Matthew Kelcey
Jacob Devlin
Llion Jones
Ming-Wei Chang
Jakob Uszkoreit
Transactions of the Association of Computational Linguistics (2019) (to appear)
Universal Semantic Parsing
Preview
Siva Reddy
Oscar Tackstrom
Mark Steedman
Mirella Lapata
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Natural Language Processing with Small Feed-Forward Networks
Jan A. Botha
Emily Pitler
Anton Bakalov
Alex Salcianu
Ryan Mcdonald
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Copenhagen, Denmark, 2879–2885
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
Preview
Daniel Zeman
Martin Popel
Milan Straka
Jan Hajic
Joakim Nivre
Filip Ginter
Juhani Luotolahti
Sampo Pyysalo
Martin Potthast
Francis Tyers
Elena Badmaeva
Memduh Gokirmak
Anna Nedoluzhko
Silvie Cinkova
Jan Hajic jr.
Jaroslava Hlavacova
Václava Kettnerová
Zdenka Uresova
Jenna Kanerva
Stina Ojala
Anna Missilä
Christopher D. Manning
Sebastian Schuster
Siva Reddy
Dima Taji
Nizar Habash
Herman Leung
Marie-Catherine de Marneffe
Manuela Sanguinetti
Maria Simi
Hiroshi Kanayama
Valeria de Paiva
Kira Droganova
Héctor Martínez Alonso
Çagrı Çöltekin
Umut Sulubacak
Hans Uszkoreit
Vivien Macketanz
Aljoscha Burchardt
Kim Harris
Katrin Marheinecke
Georg Rehm
Tolga Kayadelen
Ali Elkahky
Zhuoran Yu
Emily Pitler
Saran Lertpradit
Michael Mandl
Jesse Kirchner
Hector Fernandez Alcalde
Esha Banerjee
Antonio Stella
Atsuko Shimada
Sookyoung Kwak
Gustavo Mendonca
Tatiana Lando
Rattima Nitisaroj
Josie Li
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
Universal Dependencies v1: A Multilingual Treebank Collection
Preview
Joakim Nivre
Marie-Catherine de Marneffe
Filip Ginter
Yoav Goldberg
Jan Hajic
Christopher D. Manning
Ryan McDonald
Sampo Pyysalo
Natalia Silveira
Reut Tsarfaty
Daniel Zeman
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016)
