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Shallow parsing

Known as: Chunking, Chunking (computational linguistics), Text chunker 
Shallow parsing (also chunking, "light parsing") is an analysis of a sentence which first identifies constituent parts of sentences (nouns, verbs… Expand
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Papers overview

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Review
2016
Review
2016
The CoNLL-2016 Shared Task is the second edition of the CoNLL-2015 Shared Task, now on Multilingual Shallow discourse parsing… Expand
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Highly Cited
2015
Highly Cited
2015
The CoNLL-2015 Shared Task is on Shallow Discourse Parsing, a task focusing on identifying individual discourse relations that… Expand
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Highly Cited
2008
Highly Cited
2008
We present a general framework for semantic role labeling. The framework combines a machine-learning technique with an integer… Expand
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Highly Cited
2006
Highly Cited
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple… Expand
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Highly Cited
2003
Highly Cited
2003
Conditional random fields for sequence labeling offer advantages over both generative models like HMMs and classifiers applied at… Expand
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Highly Cited
2002
Highly Cited
2002
Robustness is a key issue for natural language processing in general and parsing in particular, and many approaches have been… Expand
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Highly Cited
1999
Highly Cited
1999
This chapter describes a new algorithm for training Support Vector Machines: Sequential Minimal Optimization, or SMO. Training a… Expand
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Highly Cited
1998
Highly Cited
1998
This paper proposes a new algorithm for training support vector machines: Sequential Minimal Optimization, or SMO. Training a… Expand
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Highly Cited
1991
Highly Cited
1991
I begin with an intuition: when I read a sentence, I read it a chunk at a time. For example, the previous sentence breaks up… Expand
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Highly Cited
1982
Highly Cited
1982
Practice, and the performance improvement that it engenders, has long been a major topic in psychology. In this paper, both… Expand
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