← Authors

Slav Petrov

39 papers · 2006–2024 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (18) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (13) πŸ‘₯ Mega-Team (67) 🧬 Topic Evolution πŸ† Keyword Champion ⚑ Prolific Year (6) πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (39) πŸ“ˆ Trend Setter

Conferences

EMNLP (15) ACL (8) CONLL (6) NAACL (3) NIPS (3) JMLR (2) COLING (1) IJCNLP (1)

Top co-authors

Dan Klein (13) David Weiss (5) Ryan Mcdonald (5) Chris Alberti (4) Dipanjan Das (4) Denny Zhou (3) Jason Wei (3) Leon Barrett (3) Keith Hall (3) Kuzman Ganchev (3)

Keywords

few-shot learning (3) universal dependencies (3) dependency parsing (2) syntactic parsing (2) large language model (2) natural language processing (2) multilingual parsing (2) discriminative training (1) natural language parsing (1) question answering (1) l1 regularization (1) dynamic programming (1) auxiliary variable sampling (1) hierarchical pruning (1) multilingual nlp (1) auxiliary variable (1) feature expectations (1) randomized pruning (1) mcmc sampling (1) semantic parsing (1)

Papers

Scaling Instruction-Finetuned Language Models JMLR 2024
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
PaLM: Scaling Language Modeling with Pathways JMLR 2023
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2018
Natural Language Processing with Small Feed-Forward Networks EMNLP 2017
Universal Semantic Parsing EMNLP 2017
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2017
Globally Normalized Transition-Based Neural Networks ACL 2016
Improved Transition-Based Parsing and Tagging with Neural Networks EMNLP 2015
Structured Training for Neural Network Transition-Based Parsing IJCNLP 2015
Structured Training for Neural Network Transition-Based Parsing ACL 2015
Grammar as a Foreign Language NIPS 2015
Learning Compact Lexicons for CCG Semantic Parsing EMNLP 2014
Enhanced Search with Wildcards and Morphological Inflections in the Google Books Ngram Viewer ACL 2014
Universal Dependency Annotation for Multilingual Parsing ACL 2013
Source-Side Classifier Preordering for Machine Translation EMNLP 2013
Syntactic Annotations for the Google Books NGram Corpus ACL 2012
Using Search-Logs to Improve Query Tagging ACL 2012
Vine Pruning for Efficient Multi-Pass Dependency Parsing NAACL 2012
Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections ACL 2011
Training a Parser for Machine Translation Reordering EMNLP 2011
Multi-Source Transfer of Delexicalized Dependency Parsers EMNLP 2011
Products of Random Latent Variable Grammars NAACL 2010
Learning Better Monolingual Models with Unannotated Bilingual Text CONLL 2010
Self-Training with Products of Latent Variable Grammars EMNLP 2010
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models EMNLP 2010
Uptraining for Accurate Deterministic Question Parsing EMNLP 2010
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs NIPS 2009
Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing EMNLP 2008
Coarse-to-Fine Syntactic Machine Translation using Language Projections EMNLP 2008
Learning Structured Models for Phone Recognition EMNLP 2007
The Infinite PCFG Using Hierarchical Dirichlet Processes CONLL 2007
Learning Structured Models for Phone Recognition CONLL 2007
The Infinite PCFG Using Hierarchical Dirichlet Processes EMNLP 2007
Discriminative Log-Linear Grammars with Latent Variables NIPS 2007
Improved Inference for Unlexicalized Parsing NAACL 2007
Learning Accurate, Compact, and Interpretable Tree Annotation ACL 2006
Learning Accurate, Compact, and Interpretable Tree Annotation COLING 2006
Non-Local Modeling with a Mixture of PCFGs CONLL 2006