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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
2015
Highly Cited
2015
In this paper we introduce the problem of Visual Semantic Role Labeling: given an image we want to detect people doing actions… Expand
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Highly Cited
2012
Highly Cited
2012
This chapter presents the application of the ETL approach to semantic role labeling (SRL). The SRL task consists in detecting… 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
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Highly Cited
2008
Highly Cited
2008
The availability of large scale data sets of manually annotated predicate-argument structures has recently favored the use of… Expand
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Highly Cited
2007
Highly Cited
2007
Shallow semantic parsing, the automatic identification and labeling of sentential constituents, has recently received much… Expand
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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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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
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