2009 Fiscal Year Final Research Report
Developing a system that automatically evaluates texts
| Project/Area Number |
19300042
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Tokyo Institute of Technology |
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Principal Investigator |
OKUMURA Manabu Tokyo Institute of Technology, 精密工学研究所, 教授 (60214079)
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| Co-Investigator(Kenkyū-buntansha) |
TAKAMURA Hiroya 東京工業大学, 精密工学研究所, 助教 (80361773)
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| Co-Investigator(Renkei-kenkyūsha) |
HIRAO Tsutomu 日本電信電話株式会社NTTコミュニケーション科学基礎研究所, 知識処理研究グループ, 研究員 (40396148)
NANBA Hidetsugu 広島市立大学, 情報科学研究科, 講師 (50345378)
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| Project Period (FY) |
2007 – 2009
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| Keywords | 情報の信頼性 / テキスト自動要約 / 自動採点 / テキストの質 / 内容の情報量 |
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| Research Abstract |
As the evaluation framework for text quality, we developed a statistical method that evaluates local coherence of a text. We made improvements to the entity grid local coherence model for Japanese text, and investigated the effectiveness of taking into account cohesive devices, such as conjunction, explicit reference relation, lexical cohesion, and refining syntactic roles for a topic marker in Japanese. As the evaluation framework for text content, we explored the use of paraphrases for the refinement of traditional automatic methods for summary evaluation.
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