BLEU+: A tool for fine-grained BLEU computation

A. Cüneyd Tantuǧ, Kemal Oflazer, İlknur D. El-Kahlout

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Citations (Scopus)

Abstract

We present a tool, BLEU+, which implements various extension to BLEU computation to allow for a better understanding of the translation performance, especially for morphologically complex languages. BLEU+ takes into account both "closeness" in morphological structure, "closeness" of the root words in the WordNet hierarchy while comparing tokens in the candidate and reference sentence. In addition to gauging performance at a finer level of granularity, BLEU+ also allows the computation of various upper bound oracle scores: comparing all tokens considering only the roots allows us to get an upper bound when all errors due to morphological structure are fixed, while comparing tokens in an error-tolerant way considering minor morpheme edit operations, allows us to get a (more realistic) upper bound when tokens that differ in morpheme insertions/deletions and substitutions are fixed. We use BLEU+ in the fine-grained evaluation of the output of our English-to-Turkish statistical MT system.

Original languageEnglish
Title of host publicationProceedings of the 6th International Conference on Language Resources and Evaluation, LREC 2008
PublisherEuropean Language Resources Association (ELRA)
Pages1493-1499
Number of pages7
ISBN (Electronic)2951740840, 9782951740846
Publication statusPublished - 2008
Event6th International Conference on Language Resources and Evaluation, LREC 2008 - Marrakech, Morocco
Duration: 28 May 200830 May 2008

Publication series

NameProceedings of the 6th International Conference on Language Resources and Evaluation, LREC 2008

Conference

Conference6th International Conference on Language Resources and Evaluation, LREC 2008
Country/TerritoryMorocco
CityMarrakech
Period28/05/0830/05/08

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