| 2025 | ICML | InfAlign: Inference-aware language model alignment. | Ananth Balashankar, Ziteng Sun, Jonathan Berant, Jacob Eisenstein, Michael Collins, Adrian Hutter, Jong Lee, Chirag Nagpal, Flavien Prost, Aradhana Sinha, Ananda Theertha Suresh, Ahmad Beirami |
| 2024 | ACL | A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. | Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva |
| 2024 | ICLR | Learning to Reject with a Fixed Predictor: Application to Decontextualization. | Christopher Mohri, Daniel Andor, Eunsol Choi, Michael Collins, Anqi Mao, Yutao Zhong |
| 2024 | ICML | Controlled Decoding from Language Models. | Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami |
| 2024 | ITiCSE | Enabling Digital Technology in Primary Schools. | Keith Nolan, Amanda O'Farrell, Keith Quille, Karen Nolan, Roisin Faherty, Rajesh R. Jaiswal, Svetlana Hensman, Michael Collins, Miriam Harte, Brett A. Becker |
| 2023 | ACL | Query Refinement Prompts for Closed-Book Long-Form QA. | Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan |
| 2022 | ACL | A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation. | Shashi Narayan, Gonalo Simes, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata |
| 2020 | EMNLP | Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios. | Ramy Eskander, Smaranda Muresan, Michael Collins |
| 2020 | IPCCC | REPROOF: Quantifying the Jam Resistance of REBUF. | Joshua Groen, Peter Howell, Michael Collins |
| 2019 | ACL | Synthetic QA Corpora Generation with Roundtrip Consistency. | Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins |
| 2019 | EMNLP | Fusion of Detected Objects in Text for Visual Question Answering. | Chris Alberti, Jeffrey Ling, Michael Collins, David Reitter |
| 2019 | NAACL | BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. | Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova |
| 2019 | NAACL | Low-Resource Syntactic Transfer with Unsupervised Source Reordering. | Mohammad Sadegh Rasooli, Michael Collins |
| 2019 | SENSYS | An experimental framework for investigating hashgraph algorithm transaction speed. | John R. James, Daniel Hawthorne, Katherine Duncan, Aaron St. Leger, Joseph Sagisi, Michael Collins |
| 2018 | EMNLP | Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency. | Zhuang Ma, Michael Collins |
| 2017 | EMNLP | Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms. | Yin-Wen Chang, Michael Collins |
| 2016 | ACL | Globally Normalized Transition-Based Neural Networks. | Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins |
| 2016 | EMNLP | Towards a Convex HMM Surrogate for Word Alignment. | Andrei Simion, Michael Collins, Cliff Stein |
| 2016 | ICASSP | A comparison between deep neural nets and kernel acoustic models for speech recognition. | Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurlien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha |
| 2016 | ICASSP | Compact kernel models for acoustic modeling via random feature selection. | Avner May, Michael Collins, Daniel J. Hsu, Brian Kingsbury |
| 2015 | AAAI | A Family of Latent Variable Convex Relaxations for IBM Model 2. | Andrei Arsene Simion, Michael Collins, Cliff Stein |
| 2015 | ACL | Model-based Word Embeddings from Decompositions of Count Matrices. | Karl Stratos, Michael Collins, Daniel J. Hsu |
| 2015 | ACL | Structured Training for Neural Network Transition-Based Parsing. | David Weiss, Chris Alberti, Michael Collins, Slav Petrov |
| 2015 | EMNLP | Density-Driven Cross-Lingual Transfer of Dependency Parsers. | Mohammad Sadegh Rasooli, Michael Collins |
| 2015 | EMNLP | On A Strictly Convex IBM Model 1. | Andrei Simion, Michael Collins, Cliff Stein |
| 2015 | NAACL | Simple Semi-Supervised POS Tagging. | Karl Stratos, Michael Collins |
| 2014 | ACL | A Constrained Viterbi Relaxation for Bidirectional Word Alignment. | Yin-Wen Chang, Alexander M. Rush, John DeNero, Michael Collins |
| 2014 | ACL | A Provably Correct Learning Algorithm for Latent-Variable PCFGs. | Shay B. Cohen, Michael Collins |
| 2014 | ANT | Modeling Weather Impact on a Secondary Electrical Grid. | Dingquan Wang, Rebecca J. Passonneau, Michael Collins, Cynthia Rudin |
| 2014 | EACL | Learning Dictionaries for Named Entity Recognition using Minimal Supervision. | Arvind Neelakantan, Michael Collins |
| 2014 | EACL | Some Experiments with a Convex IBM Model 2. | Andrei Simion, Michael Collins, Cliff Stein |
| 2014 | UAI | A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. | Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu |
| 2013 | CoNLL | Spectral Learning of Refinement HMMs. | Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins |
| 2013 | EMNLP | Optimal Beam Search for Machine Translation. | Alexander M. Rush, Yin-Wen Chang, Michael Collins |
| 2013 | EMNLP | A Convex Alternative to IBM Model 2. | Andrei Simion, Michael Collins, Cliff Stein |
| 2013 | NAACL | Spectral Learning Algorithms for Natural Language Processing. | Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar |
| 2013 | NAACL | Approximate PCFG Parsing Using Tensor Decomposition. | Shay B. Cohen, Giorgio Satta, Michael Collins |
| 2013 | NAACL | Experiments with Spectral Learning of Latent-Variable PCFGs. | Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar |
| 2012 | ACL | Spectral Learning of Latent-Variable PCFGs. | Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar |
| 2012 | CHI | Test-driven development for the web: increasing efficiency of web development. | Jalal Mahmud, Clemens Drews, Michael Collins, Arnaldo Carreno-Fuentes, Alex Bullard, Mark Vickstrom, Margaret Cho |
| 2012 | EMNLP | Spectral Dependency Parsing with Latent Variables. | Paramveer S. Dhillon, Jordan Rodu, Michael Collins, Dean P. Foster, Lyle H. Ungar |
| 2012 | EMNLP | Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints. | Alexander M. Rush, Roi Reichart, Michael Collins, Amir Globerson |
| 2011 | ACL | Dual Decomposition for Natural Language Processing. | Michael Collins, Alexander M. Rush |
| 2011 | ACL | Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation. | Alexander M. Rush, Michael Collins |
| 2011 | EMNLP | Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. | Yin-Wen Chang, Michael Collins |
| 2011 | IGARSS | SAR tomography development for Radarsat-2. | Valentin Poncos, Michael Collins |
| 2010 | ACL | Efficient Third-Order Dependency Parsers. | Terry Koo, Michael Collins |
| 2010 | ECIR | Maximum Margin Ranking Algorithms for Information Retrieval. | Shivani Agarwal, Michael Collins |
| 2010 | EMNLP | Dual Decomposition for Parsing with Non-Projective Head Automata. | Terry Koo, Alexander M. Rush, Michael Collins, Tommi S. Jaakkola, David A. Sontag |
| 2010 | EMNLP | On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. | Alexander M. Rush, David A. Sontag, Michael Collins, Tommi S. Jaakkola |
| 2010 | Interspeech | Dialect recognition using a phone-GMM-supervector-based SVM kernel. | Fadi Biadsy, Julia Hirschberg, Michael Collins |
| 2009 | ACL | Learning Context-Dependent Mappings from Sentences to Logical Form. | Luke Zettlemoyer, Michael Collins |
| 2009 | EMNLP | Non-Projective Parsing for Statistical Machine Translation. | Xavier Carreras, Michael Collins |
| 2009 | EMNLP | An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing. | Jun Suzuki, Hideki Isozaki, Xavier Carreras, Michael Collins |
| 2009 | ICML | An efficient projection for | Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell |
| 2009 | MASS | A Strategy-proof Trust Mechanism for Pervasive Computing Environments. | Zhiqiang Wei, Wei Zhou, Mijun Kang, Michael Collins, Paddy Nixon |
| 2008 | ACL | Simple Semi-supervised Dependency Parsing. | Terry Koo, Xavier Carreras, Michael Collins |
| 2008 | CoNLL | TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing. | Xavier Carreras, Michael Collins, Terry Koo |
| 2008 | CVPR | Transfer learning for image classification with sparse prototype representations. | Ariadna Quattoni, Michael Collins, Trevor Darrell |
| 2008 | SIGCSE | Process improvement of peer code review and behavior analysis of its participants. | Yanqing Wang, Yijun Li, Michael Collins, Peijie Liu |
| 2007 | CVPR | Learning Visual Representations using Images with Captions. | Ariadna Quattoni, Michael Collins, Trevor Darrell |
| 2007 | EMNLP | Structured Prediction Models via the Matrix-Tree Theorem. | Terry Koo, Amir Globerson, Xavier Carreras, Michael Collins |
| 2007 | EMNLP | Chinese Syntactic Reordering for Statistical Machine Translation. | Chao Wang, Michael Collins, Philipp Koehn |
| 2007 | EMNLP | Online Learning of Relaxed CCG Grammars for Parsing to Logical Form. | Luke Zettlemoyer, Michael Collins |
| 2007 | ICASSP | Trigger-Based Language Modeling using a Loss-Sensitive Perceptron Algorithm. | Natasha Singh-Miller, Michael Collins |
| 2007 | ICML | Exponentiated gradient algorithms for log-linear structured prediction. | Amir Globerson, Terry Koo, Xavier Carreras, Michael Collins |
| 2007 | Interspeech | Dimensionality reduction for speech recognition using neighborhood components analysis. | Natasha Singh-Miller, Michael Collins, Timothy J. Hazen |
| 2006 | EMNLP | A Discriminative Model for Tree-to-Tree Translation. | Brooke Cowan, Ivona Kucerova, Michael Collins |
| 2005 | ACL | Clause Restructuring for Statistical Machine Translation. | Michael Collins, Philipp Koehn, Ivona Kucerova |
| 2005 | ACL | Discriminative Syntactic Language Modeling for Speech Recognition. | Michael Collins, Brian Roark, Murat Saraclar |
| 2005 | NAACL | Morphology and Reranking for the Statistical Parsing of Spanish. | Brooke Cowan, Michael Collins |
| 2005 | NAACL | Hidden-Variable Models for Discriminative Reranking. | Terry Koo, Michael Collins |
| 2005 | UAI | Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars. | Luke S. Zettlemoyer, Michael Collins |
| 2004 | ACL | Incremental Parsing with the Perceptron Algorithm. | Michael Collins, Brian Roark |
| 2004 | ACL | Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm. | Brian Roark, Murat Saraclar, Michael Collins, Mark Johnson |
| 2004 | EMNLP | Max-Margin Parsing. | Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher D. Manning |
| 2004 | ICASSP | Corrective language modeling for large vocabulary ASR with the perceptron algorithm. | Brian Roark, Murat Saraclar, Michael Collins |
| 2004 | UAI | Case-Factor Diagrams for Structured Probabilistic Modeling. | David A. McAllester, Michael Collins, Fernando Pereira |
| 2003 | COLT | Tutorial: Machine Learning Methods in Natural Language Processing. | Michael Collins |
| 2002 | ACL | Ranking Algorithms for Named Entity Extraction: Boosting and the Voted Perceptron. | Michael Collins |
| 2002 | ACL | New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron. | Michael Collins, Nigel Duffy |
| 2002 | EMNLP | Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms. | Michael Collins |
| 2000 | AAAI | The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts. | Regina Barzilay, Michael Collins, Julia Hirschberg, Steve Whittaker |
| 2000 | COLT | Logistic Regression, AdaBoost and Bregman Distances. | Michael Collins, Robert E. Schapire, Yoram Singer |
| 2000 | ICASSP | Improving intonational phrasing with syntactic information. | Philipp Koehn, Steven P. Abney, Julia Hirschberg, Michael Collins |
| 2000 | ICML | Discriminative Reranking for Natural Language Parsing. | Michael Collins |
| 1999 | ACL | A Statistical Parser for Czech. | Michael Collins, Jan Hajic, Lance A. Ramshaw, Christoph Tillmann |
| 1999 | EMNLP | Unsupervised Models for Named Entity Classification. | Michael Collins, Yoram Singer |
| 1997 | ACL | Three Generative, Lexicalised Models for Statistical Parsing. | Michael Collins |
| 1996 | ACL | A New Statistical Parser Based on Bigram Lexical Dependencies. | Michael Collins |
| 1995 | MuC | University of Pennsylvania: description of the University of Pennsylvania system used for MUC-6. | Breck Baldwin, Michael Collins, Jason Eisner, Adwait Ratnaparkhi, Joseph Rosenzweig, Anoop Sarkar |
| 1993 | Interspeech | Spoken language translation with MID-90's technology: a case study. | Manny Rayner, Ivan Bretan, David M. Carter, Michael Collins, Vassilios Digalakis, Bjrn Gambck, Jaan Kaja, Jussi Karlgren, Bertil Lyberg, Stephen G. Pulman, Patti Price, Christer Samuelsson |