AUTOMATIC EXTRACTION OF LEXICAL EQUIVALENCES FROM BILINGUAL PARALLEL CORPORA

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MOUSAVI MIANGAH TAYEBEH; SHAKIBA MAHSHID

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Paper Information

Journal: Journal of Researches in Linguistics Year:2016 | Volume:7 | Issue:2 (17) Page(s): 1-14

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Title

AUTOMATIC EXTRACTION OF LEXICAL EQUIVALENCES FROM BILINGUAL PARALLEL CORPORA

Author(s)

MOUSAVI MIANGAH TAYEBEH | SHAKIBA MAHSHID | Issue Writer Certificate

Keywords

PARALLEL CORPUSQ2

PARALLEL CONCORDANCEQ2

PHRASE-BASED TRANSLATIONQ2

ENGLISH-PERSIAN TRANSLATIONQ2

MUTUAL INFORMATIONQ2

WORD-LEVEL ALIGNMENTQ2

Abstract

Today, linguistic corpora play a crucial role in solving different types of linguistic issues thanks to emerging computer technology. Bilingual parallel corpora aligned at sentence and word level can be retrieved for single-word as well as multi-word units making easier further applications in different computer and language areas. In this paper we address the problem of exploiting English-Persian PARALLEL CORPUS in making an efficient bilingual concordance using MUTUAL INFORMATION measure. Here, a MUTUAL INFORMATION statistics is used to add word level alignments between English and Persian sentence pairs in our PARALLEL CORPUS. A PARALLEL CORPUS with alignments on the word level has certainly many applications among which PHRASE-BASED TRANSLATION memory software, terminology management, cross-language information retrieval, statistical machine translation system and the like. We conducted an experiment using our algorithm and compared alignment outputs with manually aligned sentences. Experimental results revealed that our concordancing program gained the accuracy rate of 75% which seems very encouraging.

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APA: Copy

MOUSAVI MIANGAH, TAYEBEH, & SHAKIBA, MAHSHID. (2016). AUTOMATIC EXTRACTION OF LEXICAL EQUIVALENCES FROM BILINGUAL PARALLEL CORPORA. JOURNAL OF RESEARCHES IN LINGUISTICS, 7(2 (17) ), 1-14. SID. https://sid.ir/paper/160348/en

Vancouver: Copy

MOUSAVI MIANGAH TAYEBEH, SHAKIBA MAHSHID. AUTOMATIC EXTRACTION OF LEXICAL EQUIVALENCES FROM BILINGUAL PARALLEL CORPORA. JOURNAL OF RESEARCHES IN LINGUISTICS[Internet]. 2016;7(2 (17) ):1-14. Available from: https://sid.ir/paper/160348/en

IEEE: Copy

TAYEBEH MOUSAVI MIANGAH, and MAHSHID SHAKIBA, “AUTOMATIC EXTRACTION OF LEXICAL EQUIVALENCES FROM BILINGUAL PARALLEL CORPORA,” JOURNAL OF RESEARCHES IN LINGUISTICS, vol. 7, no. 2 (17) , pp. 1–14, 2016, [Online]. Available: https://sid.ir/paper/160348/en

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