Slav Petrov

65 papers A* 17B 4Journal 22Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality.
CoRR
Aileen Cheng, Alon Jacovi, Amir Globerson, Ben Golan, Charles Kwong, Chris Alberti, Connie Tao, Eyal Ben-David, Gaurav Singh Tomar, Lukas Haas, Yonatan Bitton, Adam Bloniarz, Aijun Bai, Andrew Wang, Anfal Siddiqui, Arturo Bajuelos Castillo, Aviel Atias, Chang Liu, Corey Fry, Daniel Balle, Deepanway Ghosal, Doron Kukliansky, Dror Marcus, Elena Gribovskaya, Eran Ofek, Honglei Zhuang, Itay Laish, Jan Ackermann, Lily Wang, Meg Risdal, Megan Barnes, Michael Fink, Mohamed Amin, Moran Ambar, Natan Potikha, Nikita Gupta, Nitzan Katz, Noam Velan, Ofir Roval, Ori Ram, Polina Zablotskaia, Prathamesh Bang, Priyanka Agrawal, Rakesh Ghiya, Sanjay Ganapathy, Simon Baumgartner, Sofia Erell, Sushant Prakash, Thibault Sellam, Vikram Rao, Xuanhui Wang, Yaroslav Akulov, Yulong Yang, Zhen Yang, Zhixin Lai, Zhongru Wu, Anca Dragan, Avinatan Hassidim, Fernando Pereira, Slav Petrov, Srinivasan Venkatachary, Tulsee Doshi, Yossi Matias, Sasha Goldshtein, Dipanjan Das
2024 J jnl
Scaling Instruction-Finetuned Language Models.
J. Mach. Learn. Res.
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
2023 J jnl
Measuring Attribution in Natural Language Generation Models.
Comput. Linguistics
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Lora Aroyo, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter
2023 J jnl
PaLM: Scaling Language Modeling with Pathways.
J. Mach. Learn. Res.
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
2023 A* conf
Transcending Scaling Laws with 0.1% Extra Compute.
EMNLP
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
2022 J jnl
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models.
CoRR
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
2022 J jnl
PaLM: Scaling Language Modeling with Pathways.
CoRR
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
2022 J jnl
Scaling Instruction-Finetuned Language Models.
CoRR
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
2022 J jnl
Transcending Scaling Laws with 0.1% Extra Compute.
CoRR
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
2021 J jnl
Measuring Attribution in Natural Language Generation Models.
CoRR
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter
2020 J jnl
Measuring and Reducing Gendered Correlations in Pre-trained Models.
CoRR
Kellie Webster, Xuezhi Wang, Ian Tenney, Alex Beutel, Emily Pitler, Ellie Pavlick, Jilin Chen, Slav Petrov
2019 J jnl
Natural Questions: a Benchmark for Question Answering Research.
Trans. Assoc. Comput. Linguistics
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
2018 — conf
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.
CoNLL Shared Task (2)
Daniel Zeman, Jan Hajic, Martin Popel, Martin Potthast, Milan Straka, Filip Ginter, Joakim Nivre, Slav Petrov
2017 — conf
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.
CoNLL Shared Task (2)
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
2017 A* conf
Natural Language Processing with Small Feed-Forward Networks.
EMNLP
Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan T. McDonald, Slav Petrov
2017 J jnl
Natural Language Processing with Small Feed-Forward Networks.
CoRR
Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan T. McDonald, Slav Petrov
2017 J jnl
SyntaxNet Models for the CoNLL 2017 Shared Task.
CoRR
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
2017 A* conf
Universal Semantic Parsing.
EMNLP
Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata
2017 J jnl
Universal Semantic Parsing.
CoRR
Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata
2016 — conf
Globally Normalized Transition-Based Neural Networks.
ACL (1)
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins
2016 J jnl
Globally Normalized Transition-Based Neural Networks.
CoRR
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins
2016 B conf
Universal Dependencies v1: A Multilingual Treebank Collection.
LREC
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
2015 — conf
Grammar as a Foreign Language.
NIPS
Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey E. Hinton
2015 A* conf
Improved Transition-Based Parsing and Tagging with Neural Networks.
EMNLP
Chris Alberti, David Weiss, Greg Coppola, Slav Petrov
2015 — conf
Structured Training for Neural Network Transition-Based Parsing.
ACL (1)
David Weiss, Chris Alberti, Michael Collins, Slav Petrov
2015 J jnl
Structured Training for Neural Network Transition-Based Parsing.
CoRR
David Weiss, Chris Alberti, Michael Collins, Slav Petrov
2014 J jnl
Efficient parallel CKY parsing using GPUs.
J. Log. Comput.
Youngmin Yi, Chao-Yue Lai, Slav Petrov
2014 — conf
Enhanced Search with Wildcards and Morphological Inflections in the Google Books Ngram Viewer.
ACL (System Demonstrations)
Jason Mann, David Zhang, Lu Yang, Dipanjan Das, Slav Petrov
2014 J jnl
Grammar as a Foreign Language.
CoRR
Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey E. Hinton
2014 A* conf
Learning Compact Lexicons for CCG Semantic Parsing.
EMNLP
Yoav Artzi, Dipanjan Das, Slav Petrov
2014 — conf
Temporal Analysis of Language through Neural Language Models.
LTCSS@ACL
Yoon Kim, Yi-I Chiu, Kentaro Hanaki, Darshan Hegde, Slav Petrov
2014 J jnl
Temporal Analysis of Language through Neural Language Models.
CoRR
Yoon Kim, Yi-I Chiu, Kentaro Hanaki, Darshan Hegde, Slav Petrov
2013 A* conf
Source-Side Classifier Preordering for Machine Translation.
EMNLP
Uri Lerner, Slav Petrov
2013 J jnl
Token and Type Constraints for Cross-Lingual Part-of-Speech Tagging.
Trans. Assoc. Comput. Linguistics
Oscar Täckström, Dipanjan Das, Slav Petrov, Ryan T. McDonald, Joakim Nivre
2013 — conf
Universal Dependency Annotation for Multilingual Parsing.
ACL (2)
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
2012 B conf
A Universal Part-of-Speech Tagset.
LREC
Slav Petrov, Dipanjan Das, Ryan T. McDonald
2012 — book
Coarse-to-Fine Natural Language Processing.
Slav Petrov
2012 J jnl
Google's hybrid approach to research.
Commun. ACM
Alfred Z. Spector, Peter Norvig, Slav Petrov
2012 — conf
Syntactic Annotations for the Google Books NGram Corpus.
ACL (System Demonstrations)
Yuri Lin, Jean-Baptiste Michel, Erez Aiden Lieberman, Jon Orwant, Will Brockman, Slav Petrov
2012 — conf
Using Search-Logs to Improve Query Tagging.
ACL (2)
Kuzman Ganchev, Keith B. Hall, Ryan T. McDonald, Slav Petrov
2012 — conf
Vine Pruning for Efficient Multi-Pass Dependency Parsing.
HLT-NAACL
Alexander M. Rush, Slav Petrov
2011 J jnl
A Universal Part-of-Speech Tagset
CoRR
Slav Petrov, Dipanjan Das, Ryan T. McDonald
2011 — conf
Efficient Parallel CKY Parsing on GPUs.
IWPT
Youngmin Yi, Chao-Yue Lai, Slav Petrov, Kurt Keutzer
2011 A* conf
Multi-Source Transfer of Delexicalized Dependency Parsers.
EMNLP
Ryan T. McDonald, Slav Petrov, Keith B. Hall
2011 A* conf
Training a Parser for Machine Translation Reordering.
EMNLP
Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, Franz Josef Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, Hideto Kazawa
2011 A* conf
Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections.
ACL
Dipanjan Das, Slav Petrov
2010 A* conf
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models.
EMNLP
Amarnag Subramanya, Slav Petrov, Fernando C. N. Pereira
2010 B conf
Learning Better Monolingual Models with Unannotated Bilingual Text.
CoNLL
David Burkett, Slav Petrov, John Blitzer, Dan Klein
2010 — conf
Products of Random Latent Variable Grammars.
HLT-NAACL
Slav Petrov
2010 A* conf
Self-Training with Products of Latent Variable Grammars.
EMNLP
Zhongqiang Huang, Mary P. Harper, Slav Petrov
2010 A* conf
Uptraining for Accurate Deterministic Question Parsing.
EMNLP
Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi
2009 — —
Coarse-to-Fine Natural Language Processing.
Slav Petrov
2009 — conf
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs.
NIPS
Alexandre Bouchard-Côté, Slav Petrov, Dan Klein
2008 A* conf
Coarse-to-Fine Syntactic Machine Translation using Language Projections.
EMNLP
Slav Petrov, Aria Haghighi, Dan Klein
2008 — conf
Efficient sentence segmentation using syntactic features.
SLT
Benoît Favre, Dilek Hakkani-Tür, Slav Petrov, Dan Klein
2008 A* conf
Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing.
EMNLP
Slav Petrov, Dan Klein
2007 — conf
Discriminative Log-Linear Grammars with Latent Variables.
NIPS
Slav Petrov, Dan Klein
2007 — conf
Improved Inference for Unlexicalized Parsing.
HLT-NAACL
Slav Petrov, Dan Klein
2007 — conf
Learning Structured Models for Phone Recognition.
EMNLP-CoNLL
Slav Petrov, Adam Pauls, Dan Klein
2007 A* conf
Learning and Inference for Hierarchically Split PCFGs.
AAAI
Slav Petrov, Dan Klein
2007 — conf
The Infinite PCFG Using Hierarchical Dirichlet Processes.
EMNLP-CoNLL
Percy Liang, Slav Petrov, Michael I. Jordan, Dan Klein
2006 — conf
Detecting Categories in News Video Using Acoustic, Speech, and Image Features.
TRECVID
Slav Petrov, Arlo Faria, Pascal Michaillat, Alexander C. Berg, Andreas Stolcke, Dan Klein, Jitendra Malik
2006 A* conf
Learning Accurate, Compact, and Interpretable Tree Annotation.
ACL
Slav Petrov, Leon Barrett, Romain Thibaux, Dan Klein
2006 B conf
Non-Local Modeling with a Mixture of PCFGs.
CoNLL
Slav Petrov, Leon Barrett, Dan Klein
2003 A* conf
3D Tracking = Classification + Interpolation.
ICCV
Carlo Tomasi, Slav Petrov, Arvind Sastry