Natural Language Processing and Chinese Computing

Second CCF Conference, NLPCC 2013, Chongqing, China, November 15-19, 2013, Proceedings

Editors:

ISBN: 978-3-642-41643-9 (Print) 978-3-642-41644-6 (Online)

Table of contents (44 chapters)

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  1. Front Matter

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  2. Fundamentals on Language Computing

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      Pages 1-12

      Text Window Denoising Autoencoder: Building Deep Architecture for Chinese Word Segmentation

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      Pages 13-18

      Language Model for Cyrillic Mongolian to Traditional Mongolian Conversion

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      Pages 19-29

      Sentence Compression Based on ILP Decoding Method

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      Pages 30-40

      Chinese Negation and Speculation Detection with Conditional Random Fields

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      Pages 41-49

      Chinese Argument Extraction Based on Trigger Mapping

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      Pages 50-59

      Exploring Multiple Chinese Word Segmentation Results Based on Linear Model

  3. Applications on Language Computing

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      Pages 60-71

      A Unified Framework for Emotional Elements Extraction Based on Finite State Matching Machine

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      Pages 72-82

      Structure-Based Web Access Method for Ancient Chinese Characters

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      Pages 83-92

      Simulated Spoken Dialogue System Based on IOHMM with User History

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      Pages 93-104

      A Mixed Model for Cross Lingual Opinion Analysis

  4. Machine Learning for NLP

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      Pages 105-115

      Semi-supervised Text Categorization by Considering Sufficiency and Diversity

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      Pages 116-126

      Pseudo In-Domain Data Selection from Large-Scale Web Corpus for Spoken Language Translation

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      Pages 127-138

      Discriminative Latent Variable Based Classifier for Translation Error Detection

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      Pages 139-150

      Incorporating Entities in News Topic Modeling

  5. Machine Translation and Multi-Lingual Information Access

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      Pages 151-163

      An Efficient Framework to Extract Parallel Units from Comparable Data

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      Pages 164-175

      A Method to Construct Chinese-Japanese Named Entity Translation Equivalents Using Monolingual Corpora

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      Pages 176-187

      Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk

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      Pages 188-199

      A Simple, Fast Strategy for Weighted Alignment Hypergraph

  6. NLP for Social Media and Web Mining

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      Pages 200-211

      Research on Building Family Networks Based on Bootstrapping and Coreference Resolution

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      Pages 212-223

      Learning Sentence Representation for Emotion Classification on Microblogs

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