Michael Collins

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 56

Top Venues

CoRR

Trans. Assoc. Comput. Linguistics

ACL (1)

EMNLP

Publications

Bernd Bohnet, Kevin Swersky, Rosanne Liu, Pranjal Awasthi, Azade Nova, Javier Snaider, Hanie Sedghi, Aaron T. Parisi, Michael Collins, Angeliki Lazaridou, Orhan Firat, Noah Fiedel
Long-Span Question-Answering: Automatic Question Generation and QA-System Ranking via Side-by-Side Evaluation. CoRR (2024)
Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. CoRR (2024)
Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. ACL (1) (2024)
Christopher Mohri, Daniel Andor, Eunsol Choi, Michael Collins, Anqi Mao, Yutao Zhong
Learning to Reject with a Fixed Predictor: Application to Decontextualization. ICLR (2024)
Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan
Query Refinement Prompts for Closed-Book Long-Form QA. ACL (1) (2023)
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Lora Aroyo, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter
Measuring Attribution in Natural Language Generation Models. Comput. Linguistics 49 (4) (2023)
Christopher Mohri, Daniel Andor, Eunsol Choi, Michael Collins
Learning to Reject with a Fixed Predictor: Application to Decontextualization. CoRR (2023)
Bernd Bohnet, Chris Alberti, Michael Collins
Coreference Resolution through a seq2seq Transition-Based System. Trans. Assoc. Comput. Linguistics 11 (2023)
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
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models. CoRR (2022)
Bernd Bohnet, Chris Alberti, Michael Collins
Coreference Resolution through a seq2seq Transition-Based System. CoRR (2022)
Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba
Towards Computationally Verifiable Semantic Grounding for Language Models. CoRR (2022)
Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students? Trans. Assoc. Comput. Linguistics 10 (2022)
Jacob Eisenstein, Daniel Andor, Bernd Bohnet, Michael Collins, David Mimno
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model. CoRR (2022)
Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation. ACL (1) (2022)
Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation. CoRR (2022)
Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan
Query Refinement Prompts for Closed-Book Long-Form Question Answering. CoRR (2022)
Vidhisha Balachandran, Bhuwan Dhingra, Haitian Sun, Michael Collins, William W. Cohen
Investigating the Effect of Background Knowledge on Natural Questions. DeeLIO@NAACL-HLT (2021)
Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins
Decontextualization: Making Sentences Stand-Alone. CoRR (2021)
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter
Measuring Attribution in Natural Language Generation Models. CoRR (2021)
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick S. H. Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned. CoRR (2021)
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
Sparse, Dense, and Attentional Representations for Text Retrieval. Trans. Assoc. Comput. Linguistics 9 (2021)
Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins
Decontextualization: Making Sentences Stand-Alone. Trans. Assoc. Comput. Linguistics 9 (2021)
Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins
QED: A Framework and Dataset for Explanations in Question Answering. Trans. Assoc. Comput. Linguistics 9 (2021)
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen
Evaluating Explanations: How much do explanations from the teacher aid students? CoRR (2020)
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick S. H. Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned. NeurIPS (Competition and Demos) (2020)
Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, Tom Kwiatkowski, Vitaly Nikolaev, Jennimaria Palomaki
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages. CoRR (2020)
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
Sparse, Dense, and Attentional Representations for Text Retrieval. CoRR (2020)
Jonathan H. Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Garrette, Michael Collins, Tom Kwiatkowski
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages. Trans. Assoc. Comput. Linguistics 8 (2020)
Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins
QED: A Framework and Dataset for Explanations in Question Answering. CoRR (2020)
Chris Alberti, Kenton Lee, Michael Collins
A BERT Baseline for the Natural Questions. CoRR (2019)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. NAACL-HLT (1) (2019)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. CoRR (2019)
Chris Alberti, Jeffrey Ling, Michael Collins, David Reitter
Fusion of Detected Objects in Text for Visual Question Answering. EMNLP/IJCNLP (1) (2019)
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
Natural Questions: a Benchmark for Question Answering Research. Trans. Assoc. Comput. Linguistics 7 (2019)
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha
Kernel Approximation Methods for Speech Recognition. J. Mach. Learn. Res. 20 (2019)
Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins
Synthetic QA Corpora Generation with Roundtrip Consistency. ACL (1) (2019)
Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins
Synthetic QA Corpora Generation with Roundtrip Consistency. CoRR (2019)
Mohammad Sadegh Rasooli, Michael Collins
Low-Resource Syntactic Transfer with Unsupervised Source Reordering. NAACL-HLT (1) (2019)
Chris Alberti, Jeffrey Ling, Michael Collins, David Reitter
Fusion of Detected Objects in Text for Visual Question Answering. CoRR (2019)
Mohammad Sadegh Rasooli, Michael Collins
Low-Resource Syntactic Transfer with Unsupervised Source Reordering. CoRR (2019)
Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur P. Parikh, Michael Collins, Kristina Toutanova
Improving Span-based Question Answering Systems with Coarsely Labeled Data. CoRR (2018)
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
SyntaxNet Models for the CoNLL 2017 Shared Task. CoRR (2017)
Yin-Wen Chang, Michael Collins
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit. Trans. Assoc. Comput. Linguistics 5 (2017)
Mohammad Sadegh Rasooli, Michael Collins
Cross-Lingual Syntactic Transfer with Limited Resources. Trans. Assoc. Comput. Linguistics 5 (2017)
Yin-Wen Chang, Michael Collins
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms. EMNLP (2017)
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel J. Hsu, Brian Kingsbury, Michael Picheny, Fei Sha
Kernel Approximation Methods for Speech Recognition. CoRR (2017)
Mohammad Sadegh Rasooli, Michael Collins
Cross-Lingual Syntactic Transfer with Limited Resources. CoRR (2016)
Karl Stratos, Michael Collins, Daniel J. Hsu
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models. Trans. Assoc. Comput. Linguistics 4 (2016)
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins
Globally Normalized Transition-Based Neural Networks. ACL (1) (2016)
Kathy McKeown, Hal Daumé III, Snigdha Chaturvedi, John Paparrizos, Kapil Thadani, Pablo Barrio, Or Biran, Suvarna Bothe, Michael Collins, Kenneth R. Fleischmann, Luis Gravano, Rahul Jha, Ben King, Kevin McInerney, Taesun Moon, Arvind Neelakantan, Diarmuid Ó Séaghdha, Dragomir R. Radev, Thomas Clay Templeton, Simone Teufel
Predicting the impact of scientific concepts using full-text features. J. Assoc. Inf. Sci. Technol. 67 (11) (2016)
Siva Reddy, Oscar Täckström, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata
Transforming Dependency Structures to Logical Forms for Semantic Parsing. Trans. Assoc. Comput. Linguistics 4 (2016)
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition. CoRR (2016)
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
A comparison between deep neural nets and kernel acoustic models for speech recognition. ICASSP (2016)
Avner May, Michael Collins, Daniel J. Hsu, Brian Kingsbury
Compact kernel models for acoustic modeling via random feature selection. ICASSP (2016)
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins
Globally Normalized Transition-Based Neural Networks. CoRR (2016)
Andrei Simion, Michael Collins, Cliff Stein
Towards a Convex HMM Surrogate for Word Alignment. EMNLP (2016)
Karl Stratos, Michael Collins
Simple Semi-Supervised POS Tagging. VS@HLT-NAACL (2015)
David Weiss, Chris Alberti, Michael Collins, Slav Petrov
Structured Training for Neural Network Transition-Based Parsing. ACL (1) (2015)
David Weiss, Chris Alberti, Michael Collins, Slav Petrov
Structured Training for Neural Network Transition-Based Parsing. CoRR (2015)
Mohammad Sadegh Rasooli, Michael Collins
Density-Driven Cross-Lingual Transfer of Dependency Parsers. EMNLP (2015)
Arvind Neelakantan, Michael Collins
Learning Dictionaries for Named Entity Recognition using Minimal Supervision. CoRR (2015)
Andrei Arsene Simion, Michael Collins, Cliff Stein
A Family of Latent Variable Convex Relaxations for IBM Model 2. AAAI (2015)
Andrei Simion, Michael Collins, Cliff Stein
On A Strictly Convex IBM Model 1. EMNLP (2015)
Karl Stratos, Michael Collins, Daniel J. Hsu
Model-based Word Embeddings from Decompositions of Count Matrices. ACL (1) (2015)
Arvind Neelakantan, Michael Collins
Learning Dictionaries for Named Entity Recognition using Minimal Supervision. EACL (2014)
Alexander M. Rush, Michael Collins
A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing. CoRR (2014)
Dingquan Wang, Rebecca J. Passonneau, Michael Collins, Cynthia Rudin
Modeling Weather Impact on a Secondary Electrical Grid. ANT/SEIT (2014)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Spectral learning of latent-variable PCFGs: algorithms and sample complexity. J. Mach. Learn. Res. 15 (1) (2014)
Yin-Wen Chang, Alexander M. Rush, John DeNero, Michael Collins
A Constrained Viterbi Relaxation for Bidirectional Word Alignment. ACL (1) (2014)
Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu
A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. UAI (2014)
Zhiyun Lu, Avner May, Kuan Liu, Alireza Bagheri Garakani, Dong Guo, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets. CoRR (2014)
Andrei Simion, Michael Collins, Cliff Stein
Some Experiments with a Convex IBM Model 2. EACL (2014)
Shay B. Cohen, Michael Collins
A Provably Correct Learning Algorithm for Latent-Variable PCFGs. ACL (1) (2014)
Andrei Simion, Michael Collins, Cliff Stein
A Convex Alternative to IBM Model 2. EMNLP (2013)
Shay B. Cohen, Giorgio Satta, Michael Collins
Approximate PCFG Parsing Using Tensor Decomposition. HLT-NAACL (2013)
Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar
Spectral Learning Algorithms for Natural Language Processing. HLT-NAACL (2013)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Experiments with Spectral Learning of Latent-Variable PCFGs. HLT-NAACL (2013)
Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins
Spectral Learning of Refinement HMMs. CoNLL (2013)
Alexander M. Rush, Yin-Wen Chang, Michael Collins
Optimal Beam Search for Machine Translation. EMNLP (2013)
Alexander M. Rush, Michael Collins
A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing. J. Artif. Intell. Res. 45 (2012)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Spectral Learning of Latent-Variable PCFGs. ACL (1) (2012)
Alexander M. Rush, Roi Reichart, Michael Collins, Amir Globerson
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints. EMNLP-CoNLL (2012)
David A. McAllester, Michael Collins, Fernando Pereira
Case-Factor Diagrams for Structured Probabilistic Modeling CoRR (2012)
Paramveer S. Dhillon, Jordan Rodu, Michael Collins, Dean P. Foster, Lyle H. Ungar
Spectral Dependency Parsing with Latent Variables. EMNLP-CoNLL (2012)
Luke S. Zettlemoyer, Michael Collins
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars CoRR (2012)
Shay B. Cohen, Michael Collins
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs. NIPS (2012)
Yin-Wen Chang, Michael Collins
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. EMNLP (2011)
Alexander M. Rush, Michael Collins
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation. ACL (2011)
Michael Collins, Alexander M. Rush
Dual Decomposition for Natural Language Processing. ACL (Tutorial Abstracts) (2011)
Michael Collins
Lagrangian Relaxation for Inference in Natural Language Processing. IWPT (2011)
Shivani Agarwal, Michael Collins
Maximum Margin Ranking Algorithms for Information Retrieval. ECIR (2010)
Fadi Biadsy, Julia Hirschberg, Michael Collins
Dialect recognition using a phone-GMM-supervector-based SVM kernel. INTERSPEECH (2010)
Alexander M. Rush, David A. Sontag, Michael Collins, Tommi S. Jaakkola
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. EMNLP (2010)
Terry Koo, Michael Collins
Efficient Third-Order Dependency Parsers. ACL (2010)
Terry Koo, Alexander M. Rush, Michael Collins, Tommi S. Jaakkola, David A. Sontag
Dual Decomposition for Parsing with Non-Projective Head Automata. EMNLP (2010)
Jun Suzuki, Hideki Isozaki, Xavier Carreras, Michael Collins
An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing. EMNLP (2009)
Xavier Carreras, Michael Collins
Non-Projective Parsing for Statistical Machine Translation. EMNLP (2009)
Natasha Singh-Miller, Michael Collins
Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition. NIPS (2009)
Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell
regularization. ICML (2009)
Luke S. Zettlemoyer, Michael Collins
Learning Context-Dependent Mappings from Sentences to Logical Form. ACL/IJCNLP (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Collins