2004神经语言过程Natural Language Processing IJCNLP

出版时间：2005-3  出版社：Oversea Publishing House  作者：Keh-Yih Su 著  页数：807  

内容概要

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.

书籍目录

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 RelationshipsFSA, Parsing Algorithms　Parsing Mixed Constructions in a Type Feature Structure Grammar　Iterative CKY Parsing for Probabilistic Context-Pree GrammarsInformation 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 FeaturesInformation 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 SystemsMachine Translation and multilingualityNLP Software and ApplicationSemantic DisambiguationStatistical Models and Machine Learning for NLPTaggers, Chunkers, Shallow ParsersText and Sentence GenerationText MiningTheories and Formalisms for Morphology, Syntax and SemanticsWord SegmentationThematic Session: Natural Language Technology in Mobile Information Retrieval and Text Processing User interfacesThematice Session: Text Mining in BiomedicineAuthor Index