Michael Collins

Michael Collins is a person.

• See: Linguistic Syntactic Parsing Algorithm, Reranking Algorithm.

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References

• Home Page http://people.csail.mit.edu/mcollins/
• DBLP http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/c/Collins:Michael.html

2016

• (Andor et al., 2016) ⇒ Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, and Michael Collins. (2016). “Globally Normalized Transition-based Neural Networks.” In: arXiv preprint arXiv:1603.06042.

2013

• (Collins, 2013a) ⇒ Michael Collins. (2013). “Chapter 1 - Language Modeling." Course notes for NLP by Michael Collins, Columbia University.
• (Collins, 2013b) ⇒ Michael Collins. (2013). “Log-Linear Models." Course notes for NLP by Michael Collins, Columbia University.
• (Cohen, Collins et al., 2013) ⇒ Shay Cohen, Michael Collins, Dean Foster, Karl Stratos and Lyle Ungar. (2013). Spectral Learning Algorithms for Natural Language Processing." Tutorial at NAACL 2013

2007

• (Quattoni et al., 2007) ⇒ Ariadna Quattoni, Sybor Wang, Louis-Philippe Morency, Michael Collins, and Trevor Darrell. (2007). “Hidden Conditional Random Fields.” In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(10). doi:10.1109/TPAMI.2007.1124

2005

• (Collins & Koo, 2005) ⇒ Michael Collins, and Terry Koo. (2005). “Discriminative Reranking for Natural Language Parsing.” In: Computational Linguistics, 31(1) doi:10.1162/0891201053630273

2004

• (Quattoni et al., 2004) ⇒ Ariadna Quattoni, Michael Collins, and Trevor Darrel. (2004). “Conditional Random Fields for Object Recognition.” In: Proceedings of Neural Information Processing Systems (NIPS 2004).

2003

• (Collins, 2003) ⇒ Michael Collins. (2003). “Head-Driven Statistical Models for Natural Language Parsing.” In: Computational Linguistics, 29(4). doi:10.1162/089120103322753356.

2002

• (Collins & Duffy, 2002) ⇒ Michael Collins, and Nigel Duffy. (2002). “New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron.” In: Proceedings of ACL 2002. doi:10.3115/1073083.1073128
• (Collins, 2002a) ⇒ Michael Collins. (2002). “Ranking Algorithms for Named–Entity Extraction: Boosting and the Voted Perceptron.” In: Proceedings of the ACL Conference (ACL 2002).
• (Collins, 2002b) ⇒ Michael Collins. (2002). “Discriminative Training Methods for Hidden Markov Models: Theory and experiments with the perceptron algorithm.” In: Proceedings of the ACL Conference on Empirical Methods in Natural Language Processing, (EMNLP 2002). doi:10.3115/1118693.1118694

2001

• (Collins & Duffy, 2001) ⇒ Michael Collins, and Nigel Duffy. (2001). “Convolution Kernels for Natural Language.” In: Proceedings of NIPS 2001.
• (Collins & Duffy, 2001) ⇒ Michael Collins and Nigel Duffy. (2001). Parsing with a Single Neuron: Convolution Kernels for Natural Language Problems. Technical report UCSC-CRL-01-01, University of California at Santa Cruz.

2000

• (Collins, 2000) ⇒ Michael Collins. (2000). “Discriminative Reranking for Natural Language Parsing.” In: Proceedings of the 17th International Conference on Machine Learning (ICML 2000).

1999

• (Collins & Singer, 1999) ⇒ Michael Collins, and Yoram Singer. (1999). “Unsupervised Models for Named Entity Classification.” In: Proceedings of EMNLP 1999.
• Michael Collins (1999). “Head-Driven Statistical Models for Natural Language Parsing.” PhD Dissertation, University of Pennsylvania.

1997

• (Collins, 1997) ⇒ Michael Collins. (1997). “Three Generative, Lexicalised Models for Statistical Parsing.” In: Proceedings of ACL 1997. doi:10.3115/979617.979620
• (Collins & Miller) ⇒ Michael Collins, and Scott Miller. (1997). “Semantic Tagging Using a Probabilistic Context Free Grammar.” In: Proceedings of the 6th Workshop on Very Large Corpora.

1996

• (Collins, 1996) ⇒ Michael Collins . (1996). “A New Statistical Parser Based on Bigram Lexical Dependencies.” In: Proceedings of the 34th annual meeting on Association for Computational Linguistics (ACL 1996). doi:10.3115/981863.981888.

1995

• (Collins & Brooks, 1995) ⇒ Michael Collins and J. Brooks. (1995). “Prepositional Phrase Attachment through a Backed-off Model.” In: Proceedings of the Third Workshop on Very Large Corpora.

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