Towards the Realistic Natural Language Representations

SOJKA, Petr. Towards the Realistic Natural Language Representations. In Seventh Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2013. Brno: Tribun EU. p. 87-91. ISBN 978-80-263-0520-0. 2013.

Basic information

• Original name: Towards the Realistic Natural Language Representations
• Authors: SOJKA, Petr (203 Czech Republic, guarantor, belonging to the institution).
• Edition: Brno, Seventh Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2013, p. 87-91, 5 pp. 2013.
• Publisher: Tribun EU

Other information

• Original language: English
• Type of outcome: Proceedings paper
• Field of Study: 10201 Computer sciences, information science, bioinformatics
• Country of publisher: Czech Republic
• Confidentiality degree: is not subject to a state or trade secret
• Publication form: printed version "print"
• WWW: preprint článku slides
• RIV identification code: RIV/00216224:14330/13:00070355
• Organization unit: Faculty of Informatics
• ISBN: 978-80-263-0520-0
• Keywords (in Czech): reprezentace jazyka; výběr významu; výběr významového slova; výběr významu slova; diskretizace reprezentace; reprezentace významu; empirická lingvistika
• Keywords in English: natural language representation; priming; lexical priming; semantic priming; data discretization; language modelling; representation of meaning; personal mental lexicon; empirical linguistics
• Tags: International impact

Abstract

This essay suggests a way to derive a natural language representation from textual corpora into the connectionist, continuous representations. Based on the lexical priming theory and psycholinguistic evidence we discuss benefits and potential of alternative representations inspired by connectionist approaches towards computation of personalized mental lexicon from and during empirical language usage.

Links

• 250503, interní kód MU: Name: The European Digital Mathematics Library (Acronym: EuDML)

Investor: European Union