Skip to search formSkip to main contentSkip to account menu

Semantic analysis (machine learning)

Known as: Semantic analysis, Semantic analysis (informatics) 
In machine learning, semantic analysis of a corpus is the task of building structures that approximate concepts from a large set of documents. It… 
Wikipedia (opens in a new tab)

Related topics

Related topics

8 relations
Latent Dirichlet allocationLatent semantic analysisLinear algebraMarkov chain

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Textual Question Answering for Semantic Parsing in Natural Language Processing
Question answering (QA) problem is one of the most frequent tasks in natural language processing (NLP) over language input. To… 
2017
2017
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
As one of the most important test of China, Gaokao is designed to be difficult enough to distinguish the excellent high school… 
2017
2017
ModelWriter: Text and model-synchronized document engineering platform
The ModelWriter platform provides a generic framework for automated traceability analysis. In this paper, we demonstrate how this… 
2016
2016
Deeper syntax for better semantic parsing
Syntax plays an important role in the task of predicting the semantic structure of a sentence. But syntactic phenomena such as… 
2015
2015
Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning
In this paper we explore the use of visual commonsense knowledge and other kinds of knowledge (such as domain knowledge… 
2015
2015
Application of Neural Networks in the Semantic Parsing Re-Ranking Problem
Automatic program generation allows end-users to benefit from greatly from increased productivity. However, general Natural… 
2014
2014
Disambiguating Verbs by Collocation: Corpus Lexicography meets Natural Language Processing
This paper reports the results of Natural Language Processing (NLP) experiments in semantic parsing, based on a new semantic… 
2012
2012
Semantic Understanding of Professional Soccer Commentaries
This paper presents a novel approach to the problem of semantic parsing via learning the correspondences between complex… 
2012
2012
Extracting design information from natural language specifications
  • I. Harris
  • DAC Design Automation Conference
  • 2012
  • Corpus ID: 16002183
Natural language specifications are the first concrete behavioral description which is the basis for any manually generated… 
2010
2010
Ontology Based Fuzzy Document Clustering Scheme
Document clustering is the technique used to group up the document with the reference to the similarity. It is widely used in web… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)