Michael Collins
Also published as: Michael John Collins, Mike Collins
2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
Alon Jacovi
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Yonatan Bitton
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Bernd Bohnet
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Jonathan Herzig
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Or Honovich
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Michael Tseng
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Michael Collins
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Roee Aharoni
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Mor Geva
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2023
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization
Thomas Effland
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 11
Coreference Resolution through a seq2seq Transition-Based System
Bernd Bohnet
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Chris Alberti
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 11
Query Refinement Prompts for Closed-Book Long-Form QA
Reinald Kim Amplayo
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Kellie Webster
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Michael Collins
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Dipanjan Das
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Shashi Narayan
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Measuring Attribution in Natural Language Generation Models
Hannah Rashkin
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Vitaly Nikolaev
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Matthew Lamm
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Lora Aroyo
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Michael Collins
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Dipanjan Das
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Slav Petrov
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Gaurav Singh Tomar
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Iulia Turc
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David Reitter
Computational Linguistics, Volume 49, Issue 4 - December 2023
2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
Shashi Narayan
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Gonçalo Simões
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Yao Zhao
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Joshua Maynez
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Dipanjan Das
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Michael Collins
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Mirella Lapata
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?
Danish Pruthi
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Rachit Bansal
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Bhuwan Dhingra
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Livio Baldini Soares
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Michael Collins
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Zachary C. Lipton
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Graham Neubig
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William W. Cohen
Transactions of the Association for Computational Linguistics, Volume 10
2021
Sparse, Dense, and Attentional Representations for Text Retrieval
Yi Luan
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Jacob Eisenstein
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Kristina Toutanova
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 9
Decontextualization: Making Sentences Stand-Alone
Eunsol Choi
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Jennimaria Palomaki
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Matthew Lamm
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Tom Kwiatkowski
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Dipanjan Das
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 9
QED: A Framework and Dataset for Explanations in Question Answering
Matthew Lamm
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Jennimaria Palomaki
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Chris Alberti
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Daniel Andor
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Eunsol Choi
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Livio Baldini Soares
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 9
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss
Thomas Effland
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 9
Investigating the Effect of Background Knowledge on Natural Questions
Vidhisha Balachandran
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Bhuwan Dhingra
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Haitian Sun
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Michael Collins
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William Cohen
Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures
2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Jonathan H. Clark
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Eunsol Choi
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Michael Collins
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Dan Garrette
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Tom Kwiatkowski
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Vitaly Nikolaev
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Jennimaria Palomaki
Transactions of the Association for Computational Linguistics, Volume 8
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios
Ramy Eskander
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Smaranda Muresan
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Michael Collins
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
2019
Synthetic QA Corpora Generation with Roundtrip Consistency
Chris Alberti
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Daniel Andor
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Emily Pitler
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Jacob Devlin
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Michael Collins
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark
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Kenton Lee
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Ming-Wei Chang
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Tom Kwiatkowski
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Michael Collins
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Kristina Toutanova
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
Low-Resource Syntactic Transfer with Unsupervised Source Reordering
Mohammad Sadegh Rasooli
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Michael Collins
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
Fusion of Detected Objects in Text for Visual Question Answering
Chris Alberti
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Jeffrey Ling
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Michael Collins
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David Reitter
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
Natural Questions: A Benchmark for Question Answering Research
Tom Kwiatkowski
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Jennimaria Palomaki
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Olivia Redfield
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Michael Collins
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Ankur Parikh
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Chris Alberti
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Danielle Epstein
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Illia Polosukhin
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Jacob Devlin
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Kenton Lee
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Kristina Toutanova
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Llion Jones
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Matthew Kelcey
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Ming-Wei Chang
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Andrew M. Dai
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Jakob Uszkoreit
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Quoc Le
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Slav Petrov
Transactions of the Association for Computational Linguistics, Volume 7
2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency
Zhuang Ma
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Michael Collins
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
2017
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms
Yin-Wen Chang
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Michael Collins
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit
Yin-Wen Chang
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 5
Cross-Lingual Syntactic Transfer with Limited Resources
Mohammad Sadegh Rasooli
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 5
2016
Globally Normalized Transition-Based Neural Networks
Daniel Andor
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Chris Alberti
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David Weiss
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Aliaksei Severyn
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Alessandro Presta
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Kuzman Ganchev
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Slav Petrov
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Michael Collins
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Transforming Dependency Structures to Logical Forms for Semantic Parsing
Siva Reddy
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Oscar Täckström
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Michael Collins
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Tom Kwiatkowski
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Dipanjan Das
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Mark Steedman
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Mirella Lapata
Transactions of the Association for Computational Linguistics, Volume 4
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models
Karl Stratos
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Michael Collins
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Daniel Hsu
Transactions of the Association for Computational Linguistics, Volume 4
Towards a Convex HMM Surrogate for Word Alignment
Andrei Simion
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Michael Collins
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Cliff Stein
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
2015
Simple Semi-Supervised POS Tagging
Karl Stratos
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Michael Collins
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
Transactions of the Association for Computational Linguistics, Volume 3
Michael Collins
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Lillian Lee
Transactions of the Association for Computational Linguistics, Volume 3
Structured Training for Neural Network Transition-Based Parsing
David Weiss
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Chris Alberti
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Michael Collins
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Slav Petrov
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Model-based Word Embeddings from Decompositions of Count Matrices
Karl Stratos
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Michael Collins
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Daniel Hsu
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
On A Strictly Convex IBM Model 1
Andrei Simion
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Michael Collins
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Cliff Stein
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
Density-Driven Cross-Lingual Transfer of Dependency Parsers
Mohammad Sadegh Rasooli
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Michael Collins
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
2014
A Provably Correct Learning Algorithm for Latent-Variable PCFGs
Shay B. Cohen
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Michael Collins
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
A Constrained Viterbi Relaxation for Bidirectional Word Alignment
Yin-Wen Chang
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Alexander M. Rush
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John DeNero
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Michael Collins
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Transactions of the Association for Computational Linguistics, Volume 2
Dekang Lin
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Michael Collins
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Lillian Lee
Transactions of the Association for Computational Linguistics, Volume 2
Learning Dictionaries for Named Entity Recognition using Minimal Supervision
Arvind Neelakantan
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Michael Collins
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
Some Experiments with a Convex IBM Model 2
Andrei Simion
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Michael Collins
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Cliff Stein
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
2013
Experiments with Spectral Learning of Latent-Variable PCFGs
Shay B. Cohen
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Karl Stratos
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Michael Collins
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Dean P. Foster
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Lyle Ungar
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Approximate PCFG Parsing Using Tensor Decomposition
Shay B. Cohen
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Giorgio Satta
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Michael Collins
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Spectral Learning Algorithms for Natural Language Processing
Shay Cohen
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Michael Collins
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Dean Foster
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Karl Stratos
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Lyle Ungar
NAACL HLT 2013 Tutorial Abstracts
Optimal Beam Search for Machine Translation
Alexander Rush
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Yin-Wen Chang
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Michael Collins
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
A Convex Alternative to IBM Model 2
Andrei Simion
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Michael Collins
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Cliff Stein
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
Transactions of the Association for Computational Linguistics, Volume 1
Dekang Lin
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Michael Collins
Transactions of the Association for Computational Linguistics, Volume 1
Spectral Learning of Refinement HMMs
Karl Stratos
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Alexander Rush
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Shay B. Cohen
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Michael Collins
Proceedings of the Seventeenth Conference on Computational Natural Language Learning
2012
Spectral Dependency Parsing with Latent Variables
Paramveer Dhillon
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Jordan Rodu
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Michael Collins
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Dean Foster
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Lyle Ungar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
Alexander Rush
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Roi Reichart
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Michael Collins
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Amir Globerson
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Spectral Learning of Latent-Variable PCFGs
Shay B. Cohen
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Karl Stratos
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Michael Collins
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Dean P. Foster
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Lyle Ungar
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2011
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation
Yin-Wen Chang
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Michael Collins
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation
Alexander M. Rush
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Michael Collins
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
Dual Decomposition for Natural Language Processing
Michael Collins
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Alexander M. Rush
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
Lagrangian Relaxation for Inference in Natural Language Processing
Michael Collins
Proceedings of the 12th International Conference on Parsing Technologies
2010
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
Alexander M. Rush
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David Sontag
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Michael Collins
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Tommi Jaakkola
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Dual Decomposition for Parsing with Non-Projective Head Automata
Terry Koo
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Alexander M. Rush
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Michael Collins
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Tommi Jaakkola
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David Sontag
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Efficient Third-Order Dependency Parsers
Terry Koo
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Michael Collins
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
2009
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Mari Ostendorf
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Michael Collins
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Shri Narayanan
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Douglas W. Oard
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Lucy Vanderwende
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Mari Ostendorf
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Michael Collins
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Shri Narayanan
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Douglas W. Oard
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Lucy Vanderwende
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Learning Context-Dependent Mappings from Sentences to Logical Form
Luke Zettlemoyer
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Michael Collins
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
Non-Projective Parsing for Statistical Machine Translation
Xavier Carreras
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Michael Collins
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing
Jun Suzuki
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Hideki Isozaki
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Xavier Carreras
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Michael Collins
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
2008
TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing
Xavier Carreras
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Michael Collins
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Terry Koo
CoNLL 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning
Simple Semi-supervised Dependency Parsing
Terry Koo
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Xavier Carreras
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Michael Collins
Proceedings of ACL-08: HLT
2007
Structured Prediction Models via the Matrix-Tree Theorem
Terry Koo
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Amir Globerson
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Xavier Carreras
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Michael Collins
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
Online Learning of Relaxed CCG Grammars for Parsing to Logical Form
Luke Zettlemoyer
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Michael Collins
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
Chinese Syntactic Reordering for Statistical Machine Translation
Chao Wang
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Michael Collins
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Philipp Koehn
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
2006
A Discriminative Model for Tree-to-Tree Translation
Brooke Cowan
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Ivona Kuc̆erová
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Michael Collins
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
2005
Discriminative Reranking for Natural Language Parsing
Michael Collins
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Terry Koo
Computational Linguistics, Volume 31, Number 1, March 2005
Discriminative Syntactic Language Modeling for Speech Recognition
Michael Collins
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Brian Roark
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Murat Saraclar
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL’05)
Clause Restructuring for Statistical Machine Translation
Michael Collins
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Philipp Koehn
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Ivona Kučerová
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL’05)
Hidden-Variable Models for Discriminative Reranking
Terry Koo
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Michael Collins
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing
Morphology and Reranking for the Statistical Parsing of Spanish
Brooke Cowan
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Michael Collins
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing
2004
Max-Margin Parsing
Ben Taskar
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Dan Klein
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Michael Collins
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Daphne Koller
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Christopher Manning
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing
Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm
Brian Roark
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Murat Saraclar
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Michael Collins
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Mark Johnson
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL-04)
Incremental Parsing with the Perceptron Algorithm
Michael Collins
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Brian Roark
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL-04)
2003
Head-Driven Statistical Models for Natural Language Parsing
Michael Collins
Computational Linguistics, Volume 29, Number 4, December 2003
2002
Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
Michael Collins
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002)
Reranking an n-gram supertagger
John Chen
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Srinivas Bangalore
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Michael Collins
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Owen Rambow
Proceedings of the Sixth International Workshop on Tree Adjoining Grammar and Related Frameworks (TAG+6)
New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron
Michael Collins
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Nigel Duffy
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics
Ranking Algorithms for Named Entity Extraction: Boosting and the VotedPerceptron
Michael Collins
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics
2001
Parameter Estimation for Statistical Parsing Models: Theory and Practice of
Michael Collins
Proceedings of the Seventh International Workshop on Parsing Technologies
2000
Answer Extraction
Steven Abney
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Michael Collins
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Amit Singhal
Sixth Applied Natural Language Processing Conference
1999
Unsupervised Models for Named Entity Classification
Michael Collins
|
Yoram Singer
1999 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora
Book Reviews: Beyond Grammar: An Experience-based Theory of Language
Michael Collins
Computational Linguistics, Volume 25, Number 3, September 1999
A Statistical Parser for Czech
Michael Collins
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Jan Hajic
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Lance Ramshaw
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Christoph Tillmann
Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics
1998
Semantic Tagging using a Probabilistic Context Free Grammar
Michael Collins
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Scott Miller
Sixth Workshop on Very Large Corpora
1997
Three Generative, Lexicalised Models for Statistical Parsing
Michael Collins
35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics
1996
A New Statistical Parser Based on Bigram Lexical Dependencies
Michael John Collins
34th Annual Meeting of the Association for Computational Linguistics
1995
Prepositional Phrase Attachment through a Backed-off Model
Michael Collins
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James Brooks
Third Workshop on Very Large Corpora
University of Pennsylvania: Description of the University of Pennsylvania System Used for MUC-6
Breck Baldwin
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Jeff Reynar
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Mike Collins
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Jason Eisner
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Adwait Ratnaparkhi
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Joseph Rosenzweig
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Anoop Sarkar
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Srinivas
Sixth Message Understanding Conference (MUC-6): Proceedings of a Conference Held in Columbia, Maryland, November 6-8, 1995
Co-authors
- Alexander M. Rush 8
- Karl Stratos 7
- Terry Koo 7
- Chris Alberti 7
- Shay B. Cohen 6
- show all...
- Yin-Wen Chang 5
- Tom Kwiatkowski 5
- Dipanjan Das 5
- Xavier Carreras 5
- Jennimaria Palomaki 4
- Dean Foster 4
- Lyle Ungar 4
- Slav Petrov 4
- Andrei Simion 4
- Cliff Stein 4
- Eunsol Choi 3
- Daniel Andor 3
- Kristina Toutanova 3
- Mohammad Sadegh Rasooli 3
- Brian Roark 3
- Matthew Lamm 3
- Brooke Cowan 2
- Ivona Kučerová 2
- Mari Ostendorf 2
- Shrikanth Narayanan 2
- Douglas W. Oard 2
- Lucy Vanderwende 2
- Vitaly Nikolaev 2
- Amir Globerson 2
- Lillian Lee 2
- David Weiss 2
- Luke Zettlemoyer 2
- Mirella Lapata 2
- Daniel Hsu 2
- Dekang Lin 2
- David Sontag 2
- Tommi Jaakkola 2
- Jacob Devlin 2
- Kenton Lee 2
- Ming-Wei Chang 2
- Murat Saraclar 2
- Srinivas Bangalore 2
- Livio Baldini Soares 2
- Thomas Effland 2
- Bernd Bohnet 2
- Bhuwan Dhingra 2
- William Cohen 2
- Shashi Narayan 2
- David Reitter 2
- Philipp Koehn 2
- Ben Taskar 1
- Dan Klein 1
- Daphne Koller 1
- Christopher D. Manning 1
- Yoram Singer 1
- John DeNero 1
- Jonathan H. Clark 1
- Dan Garrette 1
- Steven Abney 1
- Amit Singhal 1
- Paramveer S. Dhillon 1
- Jordan Rodu 1
- Roi Reichart 1
- Aliaksei Severyn 1
- Alessandro Presta 1
- Kuzman Ganchev 1
- Siva Reddy 1
- Oscar Täckström 1
- Mark Steedman 1
- Giorgio Satta 1
- Emily Pitler 1
- Christopher Clark 1
- Jun Suzuki 1
- Hideki Isozaki 1
- Mark Johnson 1
- James Brooks 1
- Scott Miller 1
- Breck Baldwin 1
- Jeff Reynar 1
- Jason Eisner 1
- Adwait Ratnaparkhi 1
- Joseph Rosenzweig 1
- Anoop Sarkar 1
- Yi Luan 1
- Jacob Eisenstein 1
- Vidhisha Balachandran 1
- Haitian Sun 1
- Gonçalo Simões 1
- Yao Zhao 1
- Joshua Maynez 1
- Jeffrey Ling 1
- Olivia Redfield 1
- Ankur Parikh 1
- Danielle Epstein 1
- Illia Polosukhin 1
- Llion Jones 1
- Matthew Kelcey 1
- Andrew M. Dai 1
- Jakob Uszkoreit 1
- Quoc Le 1
- Alon Jacovi 1
- Yonatan Bitton 1
- Jonathan Herzig 1
- Or Honovich 1
- Michael Tseng 1
- Roee Aharoni 1
- Mor Geva 1
- Arvind Neelakantan 1
- Reinald Kim Amplayo 1
- Kellie Webster 1
- Hannah Rashkin 1
- Lora Aroyo 1
- Gaurav Singh Tomar 1
- Iulia Turc 1
- John Chen 1
- Owen Rambow 1
- Danish Pruthi 1
- Rachit Bansal 1
- Zachary C. Lipton 1
- Graham Neubig 1
- Chao Wang 1
- Ramy Eskander 1
- Smaranda Muresan 1
- Nigel Duffy 1
- Zhuang Ma 1
- Jan Hajic 1
- Lance Ramshaw 1
- Christoph Tillmann 1