Michael Collins
66 papers · 2000–2025 · 9 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 22 separate collaboration groups - the largest holds only 42% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Michael Collins?
10 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Shay B. Cohen, Terry Koo, Xavier Carreras
28 papers
· 2005–2019
· EMNLP, ACL, JMLR
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Kernel Approximation Methods for Speech Recognition
JMLR 2019
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms
EMNLP 2017
Model-based Word Embeddings from Decompositions of Count Matrices
ACL 2015
A Constrained Viterbi Relaxation for Bidirectional Word Alignment
ACL 2014
A Provably Correct Learning Algorithm for Latent-Variable PCFGs
ACL 2014
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity
JMLR 2014
Approximate PCFG Parsing Using Tensor Decomposition
NAACL 2013
Experiments with Spectral Learning of Latent-Variable PCFGs
NAACL 2013
Optimal Beam Search for Machine Translation
EMNLP 2013
Spectral Learning Algorithms for Natural Language Processing
NAACL 2013
Spectral Learning of Refinement HMMs
CoNLL 2013
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
EMNLP 2012
Spectral Dependency Parsing with Latent Variables
EMNLP 2012
Spectral Learning of Latent-Variable PCFGs
ACL 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
NeurIPS 2012
Dual Decomposition for Natural Language Processing
ACL 2011
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation
EMNLP 2011
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation
ACL 2011
Dual Decomposition for Parsing with Non-Projective Head Automata
EMNLP 2010
Efficient Third-Order Dependency Parsers
ACL 2010
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
EMNLP 2010
An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing
EMNLP 2009
Non-Projective Parsing for Statistical Machine Translation
EMNLP 2009
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
JMLR 2008
Simple Semi-supervised Dependency Parsing
ACL 2008
TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing
CoNLL 2008
Structured Prediction Models via the Matrix-Tree Theorem
EMNLP 2007
Hidden-Variable Models for Discriminative Reranking
EMNLP 2005
12 papers whose co-authors appear nowhere else under this name
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
ACL 2024
Investigating the Effect of Background Knowledge on Natural Questions
NAACL 2021
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios
EMNLP 2020
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
NAACL 2019
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency
EMNLP 2018
Learning Dictionaries for Named Entity Recognition using Minimal Supervision
EACL 2014
Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition
NeurIPS 2009
Max-Margin Parsing
EMNLP 2004
Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
EMNLP 2002
New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron
ACL 2002
Ranking Algorithms for Named Entity Extraction: Boosting and the VotedPerceptron
ACL 2002
Answer Extraction
NAACL 2000