@inproceedings{wandmacher-2005-semantic,
title = "How semantic is Latent Semantic Analysis?",
author = "Wandmacher, Tonio",
editor = "Hernandez, Nicolas and
Pitel, Guillaume",
booktitle = "Actes de la 12{\`e}me conf{\'e}rence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues",
month = jun,
year = "2005",
address = "Dourdan, France",
publisher = "ATALA",
url = "https://aclanthology.org/2005.jeptalnrecital-recital.1",
pages = "525--534",
abstract = "In the past decade, Latent Semantic Analysis (LSA) was used in many NLP approaches with sometimes remarkable success. However, its abilities to express semantic relatedness were not yet systematically investigated. This is the aim of our work, where LSA is applied to a general text corpus (German newspaper), and for a test vocabulary, the lexical relations between a test word and its closest neighbours are analysed. These results are compared to the results from a collocation analysis.",
}
<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="wandmacher-2005-semantic">
<titleInfo>
<title>How semantic is Latent Semantic Analysis?</title>
</titleInfo>
<name type="personal">
<namePart type="given">Tonio</namePart>
<namePart type="family">Wandmacher</namePart>
<role>
<roleTerm authority="marcrelator" type="text">author</roleTerm>
</role>
</name>
<originInfo>
<dateIssued>2005-06</dateIssued>
</originInfo>
<typeOfResource>text</typeOfResource>
<relatedItem type="host">
<titleInfo>
<title>Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues</title>
</titleInfo>
<name type="personal">
<namePart type="given">Nicolas</namePart>
<namePart type="family">Hernandez</namePart>
<role>
<roleTerm authority="marcrelator" type="text">editor</roleTerm>
</role>
</name>
<name type="personal">
<namePart type="given">Guillaume</namePart>
<namePart type="family">Pitel</namePart>
<role>
<roleTerm authority="marcrelator" type="text">editor</roleTerm>
</role>
</name>
<originInfo>
<publisher>ATALA</publisher>
<place>
<placeTerm type="text">Dourdan, France</placeTerm>
</place>
</originInfo>
<genre authority="marcgt">conference publication</genre>
</relatedItem>
<abstract>In the past decade, Latent Semantic Analysis (LSA) was used in many NLP approaches with sometimes remarkable success. However, its abilities to express semantic relatedness were not yet systematically investigated. This is the aim of our work, where LSA is applied to a general text corpus (German newspaper), and for a test vocabulary, the lexical relations between a test word and its closest neighbours are analysed. These results are compared to the results from a collocation analysis.</abstract>
<identifier type="citekey">wandmacher-2005-semantic</identifier>
<location>
<url>https://aclanthology.org/2005.jeptalnrecital-recital.1</url>
</location>
<part>
<date>2005-06</date>
<extent unit="page">
<start>525</start>
<end>534</end>
</extent>
</part>
</mods>
</modsCollection>
%0 Conference Proceedings
%T How semantic is Latent Semantic Analysis?
%A Wandmacher, Tonio
%Y Hernandez, Nicolas
%Y Pitel, Guillaume
%S Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues
%D 2005
%8 June
%I ATALA
%C Dourdan, France
%F wandmacher-2005-semantic
%X In the past decade, Latent Semantic Analysis (LSA) was used in many NLP approaches with sometimes remarkable success. However, its abilities to express semantic relatedness were not yet systematically investigated. This is the aim of our work, where LSA is applied to a general text corpus (German newspaper), and for a test vocabulary, the lexical relations between a test word and its closest neighbours are analysed. These results are compared to the results from a collocation analysis.
%U https://aclanthology.org/2005.jeptalnrecital-recital.1
%P 525-534
Markdown (Informal)
[How semantic is Latent Semantic Analysis?](https://aclanthology.org/2005.jeptalnrecital-recital.1) (Wandmacher, JEP/TALN/RECITAL 2005)
ACL
- Tonio Wandmacher. 2005. How semantic is Latent Semantic Analysis?. In Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues, pages 525–534, Dourdan, France. ATALA.