Slav Petrov

According to our database, Slav Petrov authored at least 56 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Scaling Instruction-Finetuned Language Models.

Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Alex Castro-Ros, Marie Pellat, Kevin Robinson, Dasha Valter, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei

J. Mach. Learn. Res., 2024

2023

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

J. Mach. Learn. Res., 2023

Gemini: A Family of Highly Capable Multimodal Models.

Rohan Anil, Sebastian Borgeaud, Yonghui Wu, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk, Andrew M. Dai, Anja Hauth, Katie Millican, David Silver, Slav Petrov, Melvin Johnson, Ioannis Antonoglou, Julian Schrittwieser, Amelia Glaese, Jilin Chen, Emily Pitler, Timothy P. Lillicrap, Angeliki Lazaridou, Orhan Firat, James Molloy, Michael Isard, Paul Ronald Barham, Tom Hennigan, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, Ryan Doherty, Eli Collins, Clemens Meyer, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, George Tucker, Enrique Piqueras, Maxim Krikun, Iain Barr, Nikolay Savinov, Ivo Danihelka, Becca Roelofs, Anaïs White, Anders Andreassen, Tamara von Glehn, Lakshman Yagati, Mehran Kazemi, Lucas Gonzalez, Misha Khalman, Jakub Sygnowski, et al.

CoRR, 2023

Measuring Attribution in Natural Language Generation Models.

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

Comput. Linguistics, 2023

Transcending Scaling Laws with 0.1% Extra Compute.

Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models.

Bernd Bohnet, Vinh Q. Tran, Pat Verga, Roee Aharoni, Daniel Andor, Livio Baldini Soares, Jacob Eisenstein, Kuzman Ganchev, Jonathan Herzig, Kai Hui, Tom Kwiatkowski, Ji Ma, Jianmo Ni, Tal Schuster, William W. Cohen, Michael Collins, Dipanjan Das, Donald Metzler, Slav Petrov, Kellie Webster

CoRR, 2022

Scaling Instruction-Finetuned Language Models.

Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei

CoRR, 2022

2021

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

CoRR, 2021

2020

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

CoRR, 2020

2019

Natural Questions: a Benchmark for Question Answering Research.

Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov

Trans. Assoc. Comput. Linguistics, 2019

2018

CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.

Daniel Zeman, Jan Hajic, Martin Popel, Martin Potthast, Milan Straka, Filip Ginter, Joakim Nivre, Slav Petrov

Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

2017

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

CoRR, 2017

Universal Semantic Parsing.

Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Natural Language Processing with Small Feed-Forward Networks.

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

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.

Daniel Zeman, Martin Popel, Milan Straka, Jan Hajic, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Francis M. Tyers, Elena Badmaeva, Memduh Gokirmak, Anna Nedoluzhko, Silvie Cinková, Jan Hajic Jr., Jaroslava Hlavácová, Václava Kettnerová, Zdenka Uresová, 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, Çagri Çöltekin, Umut Sulubacak, Hans Uszkoreit, Vivien Macketanz, Aljoscha Burchardt, Kim Harris, Katrin Marheinecke, Georg Rehm, Tolga Kayadelen, Mohammed Attia, Ali El-Kahky, Zhuoran Yu, Emily Pitler, Saran Lertpradit, Michael Mandl, Jesse Kirchner, Hector Fernandez Alcalde, Jana Strnadová, Esha Banerjee, Ruli Manurung, Antonio Stella, Atsuko Shimada, Sookyoung Kwak, Gustavo Mendonça, Tatiana Lando, Rattima Nitisaroj, Josie Li

Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

2016

Universal Dependencies v1: A Multilingual Treebank Collection.

Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, Daniel Zeman

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Globally Normalized Transition-Based Neural Networks.

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

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Grammar as a Foreign Language.

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

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Improved Transition-Based Parsing and Tagging with Neural Networks.

Chris Alberti, David Weiss, Greg Coppola, Slav Petrov

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Structured Training for Neural Network Transition-Based Parsing.

David Weiss, Chris Alberti, Michael Collins, Slav Petrov

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Efficient parallel CKY parsing using GPUs.

Youngmin Yi, Chao-Yue Lai, Slav Petrov

J. Log. Comput., 2014

Learning Compact Lexicons for CCG Semantic Parsing.

Yoav Artzi, Dipanjan Das, Slav Petrov

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Enhanced Search with Wildcards and Morphological Inflections in the Google Books Ngram Viewer.

Jason Mann, David Zhang, Lu Yang, Dipanjan Das, Slav Petrov

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Temporal Analysis of Language through Neural Language Models.

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

Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

2013

Token and Type Constraints for Cross-Lingual Part-of-Speech Tagging.

Oscar Täckström, Dipanjan Das, Slav Petrov, Ryan T. McDonald, Joakim Nivre

Trans. Assoc. Comput. Linguistics, 2013

Source-Side Classifier Preordering for Machine Translation.

Uri Lerner, Slav Petrov

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Universal Dependency Annotation for Multilingual Parsing.

Ryan T. McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, Yoav Goldberg, Dipanjan Das, Kuzman Ganchev, Keith B. Hall, Slav Petrov, Hao Zhang, Oscar Täckström, Claudia Bedini, Núria Bertomeu Castelló, Jungmee Lee

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Google's hybrid approach to research.

Alfred Z. Spector, Peter Norvig, Slav Petrov

Commun. ACM, 2012

Vine Pruning for Efficient Multi-Pass Dependency Parsing.

Alexander M. Rush, Slav Petrov

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

A Universal Part-of-Speech Tagset.

Slav Petrov, Dipanjan Das, Ryan T. McDonald

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Syntactic Annotations for the Google Books NGram Corpus.

Yuri Lin, Jean-Baptiste Michel, Erez Aiden Lieberman, Jon Orwant, Will Brockman, Slav Petrov

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012

Using Search-Logs to Improve Query Tagging.

Kuzman Ganchev, Keith B. Hall, Ryan T. McDonald, Slav Petrov

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Coarse-to-Fine Natural Language Processing.

Slav Petrov

Theory and Applications of Natural Language Processing, Springer, ISBN: 978-3-642-22743-1, 2012

2011

Efficient Parallel CKY Parsing on GPUs.

Youngmin Yi, Chao-Yue Lai, Slav Petrov, Kurt Keutzer

Proceedings of the 12th International Conference on Parsing Technologies, 2011

Multi-Source Transfer of Delexicalized Dependency Parsers.

Ryan T. McDonald, Slav Petrov, Keith B. Hall

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Training a Parser for Machine Translation Reordering.

Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, Franz Josef Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, Hideto Kazawa

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections.

Dipanjan Das, Slav Petrov

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Products of Random Latent Variable Grammars.

Slav Petrov

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models.

Amarnag Subramanya, Slav Petrov, Fernando C. N. Pereira

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Uptraining for Accurate Deterministic Question Parsing.

Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Self-Training with Products of Latent Variable Grammars.

Zhongqiang Huang, Mary P. Harper, Slav Petrov

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Learning Better Monolingual Models with Unannotated Bilingual Text.

David Burkett, Slav Petrov, John Blitzer, Dan Klein

Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

2009

Coarse-to-Fine Natural Language Processing.

Slav Petrov

PhD thesis, 2009

Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs.

Alexandre Bouchard-Côté, Slav Petrov, Dan Klein

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

Efficient sentence segmentation using syntactic features.

Benoît Favre, Dilek Hakkani-Tür, Slav Petrov, Dan Klein

Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing.

Slav Petrov, Dan Klein

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Coarse-to-Fine Syntactic Machine Translation using Language Projections.

Slav Petrov, Aria Haghighi, Dan Klein

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007

Discriminative Log-Linear Grammars with Latent Variables.

Slav Petrov, Dan Klein

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Improved Inference for Unlexicalized Parsing.

Slav Petrov, Dan Klein

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Learning Structured Models for Phone Recognition.

Slav Petrov, Adam Pauls, Dan Klein

Proceedings of the EMNLP-CoNLL 2007, 2007

The Infinite PCFG Using Hierarchical Dirichlet Processes.

Percy Liang, Slav Petrov, Michael I. Jordan, Dan Klein

Proceedings of the EMNLP-CoNLL 2007, 2007

Learning and Inference for Hierarchically Split PCFGs.

Slav Petrov, Dan Klein

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Detecting Categories in News Video Using Acoustic, Speech, and Image Features.

Slav Petrov, Arlo Faria, Pascal Michaillat, Alexander C. Berg, Andreas Stolcke, Dan Klein, Jitendra Malik

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Non-Local Modeling with a Mixture of PCFGs.

Slav Petrov, Leon Barrett, Dan Klein

Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

Learning Accurate, Compact, and Interpretable Tree Annotation.

Slav Petrov, Leon Barrett, Romain Thibaux, Dan Klein

Proceedings of the ACL 2006, 2006

2003

3D Tracking = Classification + Interpolation.

Carlo Tomasi, Slav Petrov, Arvind Sastry

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003