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イベント検出×述語項関係付与(SRL)×
分野テキストマイニングテキストマイニング
系統Process / pipelineProcess / pipeline
提唱年2002
提唱者Daniel Gildea & Daniel Jurafsky
種類NLP information-extraction taskNLP shallow semantic parsing task
原典Doddington, G. et al. (2004). The Automatic Content Extraction (ACE) Program — Tasks, Data, and Evaluation. LREC. link ↗Gildea, D. & Jurafsky, D. (2002). Automatic Labeling of Semantic Roles. Computational Linguistics, 28(3), 245-288. DOI ↗
別名event extraction, Olay Tespiti (Event Detection)SRL, shallow semantic parsing, Anlamsal Rol Etiketleme (SRL)
関連43
概要Event detection is a natural-language-processing information-extraction task that finds events, historical developments, and action expressions in text and classifies them by type. It grew out of the Automatic Content Extraction (ACE) program described by Doddington et al. (2004) and is widely used in news analysis and historical research.Semantic role labeling, introduced by Gildea and Jurafsky in 2002, is a natural-language-processing task that assigns semantic roles — who did what to whom, where, when, and how — to the components around a verb (predicate) in a sentence. It turns plain text into structured predicate-argument representations and is a foundational tool for event extraction.
ScholarGateデータセット
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ScholarGate手法を比較: Event Detection · Semantic Role Labeling. 2026-06-18に以下より取得 https://scholargate.app/ja/compare