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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… 
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Related topics

Related topics

10 relations

Broader (1)

Computational linguistics
Computational semanticsConstrained conditional modelFrameNetNatural language processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2017
Highly Cited
2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Semantic role labeling (SRL) is the task of identifying the predicate-argument structure of a sentence. It is typically regarded… 
Highly Cited
2017
Highly Cited
2017
Deep Semantic Role Labeling: What Works and What’s Next
We introduce a new deep learning model for semantic role labeling (SRL) that significantly improves the state of the art, along… 
Highly Cited
2015
Highly Cited
2015
End-to-end learning of semantic role labeling using recurrent neural networks
  • Jie ZhouW. Xu
  • Annual Meeting of the Association for…
  • 2015
  • Corpus ID: 12688069
Semantic role labeling (SRL) is one of the basic natural language processing (NLP) problems. To this date, most of the successful… 
Highly Cited
2015
Highly Cited
2015
Visual Semantic Role Labeling
In this paper we introduce the problem of Visual Semantic Role Labeling: given an image we want to detect people doing actions… 
Highly Cited
2012
Highly Cited
2012
Semantic Role Labeling
This chapter presents the application of the ETL approach to semantic role labeling (SRL). The SRL task consists in detecting… 
Highly Cited
2009
Highly Cited
2009
Multilingual Semantic Role Labeling
This paper describes our contribution to the semantic role labeling task (SRL-only) of the CoNLL-2009 shared task in the closed… 
Highly Cited
2008
Highly Cited
2008
The Importance of Syntactic Parsing and Inference in Semantic Role Labeling
We present a general framework for semantic role labeling. The framework combines a machine-learning technique with an integer… 
Review
2005
Review
2005
Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling
In this paper we describe the CoNLL-2005 shared task on Semantic Role Labeling. We introduce the specification and goals of the… 
Review
2004
Review
2004
Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling
In this paper we describe the CoNLL-2004 shared task: semantic role labeling. We introduce the specification and goal of the task… 
Highly Cited
2002
Highly Cited
2002
Automatic Labeling of Semantic Roles
We present a system for identifying the semantic relationships, or semantic roles, filled by constituents of a sentence within a… 
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