Publications (20)
Globally Normalized Transition-Based Neural Networks
Daniel Andor, Chris Alberti, David Weiss +5
Synthetic QA Corpora Generation with Roundtrip Consistency
Chris Alberti, Daniel Andor, Emily Pitler +2
Structured Training for Neural Network Transition-Based Parsing
David Weiss, Chris Alberti, Michael Collins +1
Cross-Lingual Syntactic Transfer with Limited Resources
Mohammad Sadegh Rasooli, Michael Collins
Learning Dictionaries for Named Entity Recognition using Minimal Supervision
Arvind Neelakantan, Michael Collins
Kernel Approximation Methods for Speech Recognition
Avner May, Alireza Bagheri Garakani, Zhiyun Lu +9
MEG-Derived Functional Tractography, Results for Normal and Concussed Cohorts
Don Krieger, Paul Shepard, Walter Schneider +4
A New Statistical Parser Based on Bigram Lexical Dependencies
Michael Collins
Low-Resource Syntactic Transfer with Unsupervised Source Reordering
Mohammad Sadegh Rasooli, Michael Collins
Case-Factor Diagrams for Structured Probabilistic Modeling
David A. McAllester, Michael Collins, Fernando Pereira
Three Generative, Lexicalised Models for Statistical Parsing
Michael Collins
Improving Span-based Question Answering Systems with Coarsely Labeled Data
Hao Cheng, Ming-Wei Chang, Kenton Lee +3
A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing
Alexander M. Rush, Michael Collins
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars
Luke S. Zettlemoyer, Michael Collins
A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani +8
SyntaxNet Models for the CoNLL 2017 Shared Task
Chris Alberti, Daniel Andor, Ivan Bogatyy +10
How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets
Zhiyun Lu, Avner May, Kuan Liu +8
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Ming-Wei Chang +3
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency
Zhuang Ma, Michael Collins
Prepositional Phrase Attachment through a Backed-Off Model
Michael Collins, James Brooks