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Báo cáo khoa học: "Inducing a Semantically Annotated Lexicon via EM-Based Clustering"

Chia sẻ: Nhung Nhung | Ngày: | Loại File: PDF | Số trang:8

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We present a technique for automatic induction of slot annotations for subcategorization frames, based on induction of hidden classes in the EM framework of statistical estimation. The models are empirically evalutated by a general decision test. Induction of slot labeling for subcategorization frames is accomplished by a further application of EM, and applied experimentally on frame observations derived from parsing large corpora. We outline an interpretation of the learned representations as theoretical-linguistic decompositional lexical entries. ...

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Nội dung Text: Báo cáo khoa học: "Inducing a Semantically Annotated Lexicon via EM-Based Clustering"

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