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Titlebook: Natural Language Processing – IJCNLP 2005; Second International Robert Dale,Kam-Fai Wong,Oi Yee Kwong Conference proceedings 2005 Springer-

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书目名称Natural Language Processing – IJCNLP 2005
副标题Second International
编辑Robert Dale,Kam-Fai Wong,Oi Yee Kwong
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Natural Language Processing – IJCNLP 2005; Second International Robert Dale,Kam-Fai Wong,Oi Yee Kwong Conference proceedings 2005 Springer-
出版日期Conference proceedings 2005
关键词Parsing; Thesaurus; classification; machine translation; natural language; natural language processing; on
版次1
doihttps://doi.org/10.1007/11562214
isbn_softcover978-3-540-29172-5
isbn_ebook978-3-540-31724-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2005
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High Efficiency Realization for a Wide-Coverage Unification Grammaries of practical experiments. As well as a set of algorithmic refinements, we present two novel techniques: the integration of subsumption-based local ambiguity factoring, and a procedure to selectively unpack the generation forest according to a probability distribution given by a conditional, discriminative model.
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Parsing Biomedical Literatureveraged to augment PTB-training: part-of-speech tags, dictionary collocations, and named-entities. Using a state-of-the-art statistical parser [3] as our baseline, our lexically-adapted parser achieves a 14.2% reduction in error. With oracle-knowledge of named-entities, this error reduction improves to 21.2%.
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Chunking Using Conditional Random Fields in Korean Textsresent how CRFs can be applied to the task of chunking in Korean texts. Experiments using the STEP 2000 dataset show that the proposed method significantly improves the performance as well as outperforms previous systems.
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Topic Tracking Based on Linguistic Featuresgeneration technique. The method was tested on the Mainichi Shimbun Newspaper in Japanese, and the results of topic tracking show that the system works well even for a small number of positive training data.
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Corpus-Based Analysis of Japanese Relative Clause Constructionsbut also automatically obtained from large corpora. The results we obtained from evaluation revealed that our method outperformed the traditional case frame-based method, and the features that we presented were effective in identifying RCC’s types.
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Aligning Needles in a Haystack: Paraphrase Acquisition Across the Webough exhaustive pairwise alignment of small needles, i.e., sentence fragments, across a haystack of Web document sentences. The paper describes experiments on a set of about one billion Web documents, and evaluates the extracted paraphrases in a natural-language Web search application.
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