Lexical Resources for Semantics Extraction

Presented at: The Sixth International Language Resources and Evaluation Conference (LREC2008)

by Rajat Mohanty, Pushpak Bhattacharyya

Webpage: http://www.lrec-conf.org/proceedings/lrec2008/pdf/619_paper.pdf
Webpage: http://www.lrec-conf.org/proceedings/lrec2008/summaries/619.html

In this paper, we report our work on the creation of a number of lexical resources that are crucial for an interlingua based MT from English to other languages. These lexical resources are in the form of sub-categorization frames, verb knowledge bases and rule templates for establishing semantic relations and speech act like attributes. We have created these resources over a long period of time from Oxford Advanced Learners Dictionary (OALD) [1], VerbNet [2], Princeton WordNet 2.1 [3], LCS database [4], Penn Tree Bank [5], and XTAG lexicon [6]. On the challenging problem of generating interlingua from domain and structure unrestricted English sentences, we are able to demonstrate that the use of these lexical resources makes a difference in terms of accuracy figures.

Keywords: Lexicon, lexical database, Machine Translation, SpeechToSpeech Translation, Semantics, Linguistics


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