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Semantic role labeling

Known as: SRL, Semantic Role Labelling 
Semantic role labeling, sometimes also called shallow semantic parsing, is a task in natural language processing consisting of the detection of the… Expand
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Papers overview

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Highly Cited
2017
Highly Cited
2017
Semantic role labeling (SRL) is the task of identifying the predicate-argument structure of a sentence. It is typically regarded… Expand
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Highly Cited
2017
Highly Cited
2017
We introduce a new deep learning model for semantic role labeling (SRL) that significantly improves the state of the art, along… Expand
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Review
2013
Review
2013
A basic aim of computational linguistics (CL) is the study and design of computational models of natural language semantics… Expand
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Highly Cited
2009
Highly Cited
2009
This paper describes our contribution to the semantic role labeling task (SRL-only) of the CoNLL-2009 shared task in the closed… 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
Highly Cited
2006
Highly Cited
2006
In this paper we present an extension of a machine learning based coreference resolution system which uses features induced from… Expand
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Review
2005
Review
2005
In this paper we describe the CoNLL-2005 shared task on Semantic Role Labeling. We introduce the specification and goals of the… Expand
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Review
2004
Review
2004
In this paper we describe the CoNLL-2004 shared task: semantic role labeling. We introduce the specification and goal of the task… Expand
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Highly Cited
2004
Highly Cited
2004
This paper takes a critical look at the features used in the semantic role tagging literature and show that the information in… Expand
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Highly Cited
2002
Highly Cited
2002
We present a system for identifying the semantic relationships, or semantic roles, filled by constituents of a sentence within a… Expand