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2004神经语言过程Natural Language Processing IJCNLP

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2004神经语言过程Natural Language Processing IJCNLP

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作 者:Keh-Yih Su 著

出 版 社:Oversea Publishing House

出版时间:2005-3-1

I S B N:9783540244752

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内容简介

This book constitutes the thoroughly refereed post-proceedings of the First International Joint Conference on Natural Language Processing, IJCNLP 2004, held in Hainan Island, China in March 2004.
  The 84 revised full papers presented in this volume were carefully selected during two rounds of reviewing and improvement from 211 papers submitted. The papers are organized in topical sections on dialogue and discourse; FSA and parsing algorithms; information extractions and question answering; information retrieval; lexical semantics, ontologies, and linguistic resources; machine translation and multilinguality; NLP software and applications, semantic disambiguities; statistical models and machine learning; taggers, chunkers, and shallow parsers; text and sentence generation; text mining; theories and formalisms for morphology, syntax, and semantics; word segmentation; NLP in mobile information retrieval and user interfaces; and text mining in bioinformatics.

作者简介

目录

Dialogue and Discourse
 Fast Reinforcement Learning of Dialogue Policies Using Stable Function Approximation
 Zero Pronoun Resolution Based on Automatically Constructed Case Frames and Structural  Preference of Antecedents
 Improving Noun Phrase Coreference Resolution by Matching Strings
 Combining Labeled and Unlabeled Data for Learning Cross-Document Structural Relationships
FSA, Parsing Algorithms
 Parsing Mixed Constructions in a Type Feature Structure Grammar
 Iterative CKY Parsing for Probabilistic Context-Pree Grammars
Information Extraction and Question Answering
 Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities
 A Re-examination of IR Techniques in QA System
 A Novel Pattern Learning Method for Open Domain Question Answering
 Chinese Named Entity Recognition Based on Multilevel Linguistic Features
Information Retrieval
 Information Flow Analysis with Chinese Text
 Phoneme-Based Transliteration of Foreign Names for OOV Problem
 Window-Based Method for Information Retrieval
 Improving Relevance Feedback in Language Modeling Approach Maximum a Posteriori Probability  Criterion and Three-Component Mixture Model
 BBS Based Hot Topic Retrieval Using Back-Propagation Neural Network
 How Effective Is Query Expansion for Finding Novel Information?
Lexical Semantics, Ontology and Linguistic Resources
 The Hinoki Treebank. A Treebank for Text Understanding
 Building a Parallel Bilingual Syntactically Annotated Corpus
 Acquiring Bilingual Named Entity Translations from Content-Aligned Corpora
 Visual Semantics and Ontology of Eventive Verbs
 A Persistent Feature-Object Database for Intelligent Text Archive Systems
Machine Translation and multilinguality
NLP Software and Application
Semantic Disambiguation
Statistical Models and Machine Learning for NLP
Taggers, Chunkers, Shallow Parsers
Text and Sentence Generation
Text Mining
Theories and Formalisms for Morphology, Syntax and Semantics
Word Segmentation
Thematic Session: Natural Language Technology in Mobile Information Retrieval and Text Processing User interfaces
Thematice Session: Text Mining in Biomedicine
Author Index

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