翻訳と辞書
Words near each other
・ Rough Habit Plate
・ Rough Hands
・ Rough Harvest
・ Rough hornsnail
・ Rough House
・ Rough House (album)
・ Rouffy
・ Rougarou
・ Rougarou (roller coaster)
・ Rougatsiarikos
・ Rouge
・ Rouge (album)
・ Rouge (cosmetics)
・ Rouge (film journal)
・ Rouge (film)
ROUGE (metric)
・ Rouge (pop group)
・ Rouge (TV series)
・ Rouge Belge
・ Rouge Bouquet
・ Rouge Bouquet (poem)
・ Rouge Croix Pursuivant
・ Rouge de l'Ouest
・ Rouge de Rance
・ Rouge discography
・ Rouge Dragon Pursuivant
・ Rouge du Pays
・ Rouge et Noir
・ Rouge Farm
・ Rouge FM


Dictionary Lists
翻訳と辞書 辞書検索 [ 開発暫定版 ]
スポンサード リンク

ROUGE (metric) : ウィキペディア英語版
ROUGE (metric)
ROUGE, or Recall-Oriented Understudy for Gisting Evaluation,〔(Slides of talk by Chin-Yew Lin )〕 is a set of metrics and a software package used for evaluating automatic summarization and machine translation software in natural language processing. The metrics compare an automatically produced summary or translation against a reference or a set of references (human-produced) summary or translation.
==Metrics==
The following five evaluation metrics〔(Lin, Chin-Yew. 2004. ROUGE: a Package for Automatic Evaluation of Summaries. In Proceedings of the Workshop on Text Summarization Branches Out (WAS 2004), Barcelona, Spain, July 25 - 26, 2004. )〕 are available.
*ROUGE-N: N-gram〔(Lin, Chin-Yew and E.H. Hovy 2003. Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics. In Proceedings of 2003 Language Technology Conference (HLT-NAACL 2003), Edmonton, Canada, May 27 - June 1, 2003. )〕 based co-occurrence statistics.
*ROUGE-L: Longest Common Subsequence (LCS)〔(Lin, Chin-Yew and Franz Josef Och. 2004a. Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics. In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL 2004), Barcelona, Spain, July 21 - 26, 2004. )〕 based statistics. Longest common subsequence problem takes into account sentence level structure similarity naturally and identifies longest co-occurring in sequence n-grams automatically.
*ROUGE-W: Weighted LCS-based statistics that favors consecutive LCSes .
*ROUGE-S: Skip-bigram〔(Lin, Chin-Yew and Franz Josef Och. 2004a. Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics. In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL 2004), Barcelona, Spain, July 21 - 26, 2004. )〕 based co-occurrence statistics. Skip-bigram is any pair of words in their sentence order.
*ROUGE-SU: Skip-bigram plus unigram-based co-occurrence statistics.
ROUGE can be downloaded from (berouge download link ).

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
ウィキペディアで「ROUGE (metric)」の詳細全文を読む



スポンサード リンク
翻訳と辞書 : 翻訳のためのインターネットリソース

Copyright(C) kotoba.ne.jp 1997-2016. All Rights Reserved.