Slav Petrov

Affiliations:
  • Google Research


According to our database1, Slav Petrov authored at least 55 papers between 2003 and 2023.

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Bibliography

2023
PaLM: Scaling Language Modeling with Pathways.
J. Mach. Learn. Res., 2023

Gemini: A Family of Highly Capable Multimodal Models.
CoRR, 2023

Measuring Attribution in Natural Language Generation Models.
Comput. Linguistics, 2023

Transcending Scaling Laws with 0.1% Extra Compute.
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.
CoRR, 2022

Scaling Instruction-Finetuned Language Models.
CoRR, 2022

2021
Measuring Attribution in Natural Language Generation Models.
CoRR, 2021

2020
Measuring and Reducing Gendered Correlations in Pre-trained Models.
CoRR, 2020

2019
Natural Questions: a Benchmark for Question Answering Research.
Trans. Assoc. Comput. Linguistics, 2019

2018
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.
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.
CoRR, 2017

Universal Semantic Parsing.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Natural Language Processing with Small Feed-Forward Networks.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017


2016
Universal Dependencies v1: A Multilingual Treebank Collection.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Globally Normalized Transition-Based Neural Networks.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Grammar as a Foreign Language.
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.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Structured Training for Neural Network Transition-Based Parsing.
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.
J. Log. Comput., 2014

Learning Compact Lexicons for CCG Semantic Parsing.
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.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Temporal Analysis of Language through Neural Language Models.
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.
Trans. Assoc. Comput. Linguistics, 2013

Source-Side Classifier Preordering for Machine Translation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Universal Dependency Annotation for Multilingual Parsing.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Google's hybrid approach to research.
Commun. ACM, 2012

Vine Pruning for Efficient Multi-Pass Dependency Parsing.
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.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Syntactic Annotations for the Google Books NGram Corpus.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012

Using Search-Logs to Improve Query Tagging.
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.
Theory and Applications of Natural Language Processing, Springer, ISBN: 978-3-642-22743-1, 2012

2011
Efficient Parallel CKY Parsing on GPUs.
Proceedings of the 12th International Conference on Parsing Technologies, 2011

Multi-Source Transfer of Delexicalized Dependency Parsers.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Training a Parser for Machine Translation Reordering.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Products of Random Latent Variable Grammars.
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.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Uptraining for Accurate Deterministic Question Parsing.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Self-Training with Products of Latent Variable Grammars.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Learning Better Monolingual Models with Unannotated Bilingual Text.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

2009
Coarse-to-Fine Natural Language Processing.
PhD thesis, 2009

Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs.
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.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Coarse-to-Fine Syntactic Machine Translation using Language Projections.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Discriminative Log-Linear Grammars with Latent Variables.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Improved Inference for Unlexicalized Parsing.
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.
Proceedings of the EMNLP-CoNLL 2007, 2007

The Infinite PCFG Using Hierarchical Dirichlet Processes.
Proceedings of the EMNLP-CoNLL 2007, 2007

Learning and Inference for Hierarchically Split PCFGs.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Detecting Categories in News Video Using Acoustic, Speech, and Image Features.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Non-Local Modeling with a Mixture of PCFGs.
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

Learning Accurate, Compact, and Interpretable Tree Annotation.
Proceedings of the ACL 2006, 2006

2003
3D Tracking = Classification + Interpolation.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003


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