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Natural Language Processing and Information Systems

17th International Conference on Applications of Natural Language to Information Systems, NLDB 2012, Groningen, The Netherlands, June 26-28, 2012. Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. Gosse Bouma

    1. Information Science Department, University of Groningen, Groningen, The Netherlands

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  2. Ashwin Ittoo

    1. Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands

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  3. Elisabeth Métais

    1. CNAM-Laboratoire Cédric, Paris Cedex 03, France

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  4. Hans Wortmann

    1. Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7337)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: NLDB 2012.

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About this book

This book constitutes the refereed proceedings of the 17th International Conference on Applications of Natural Language to Information Systems, held in Groningen, The Netherlands, in June 2012. The 12 full papers, 24 short papers and 16 poster papers presented in this volume together with a full-paper length invited talks were carefully reviewed and selected from 90 submissions. The rapidly evolving state-of-the-art in NLP and the shifting interest to appcliations targeting document and data collections available on the Web, including an increasing amount of user generated content, is reflected in the contributions to this book. Topics covered are information retrieval, text classification and clustering, summarization, normalization of user generated content, "forensic" NLP, ontologies and natural language, sentiment analysis, question answering and information extraction, terminology and named entity recognition, and NLP tools development.

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Table of contents (53 papers)

  1. Front Matter

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  2. Invited Talk

    1. Syntax, Semantics and Pragmatics of Conceptual Modelling

      • Bernhard Thalheim
      Pages 1-10

  3. Full Papers

    1. Multi-dimensional Analysis of Political Documents

      • Heiner Stuckenschmidt, Cäcilia Zirn
      Pages 11-22

    2. Fake Reviews: The Malicious Perspective

      • Theodoros Lappas
      Pages 23-34

    3. Polarity Preference of Verbs: What Could Verbs Reveal about the Polarity of Their Objects?

      • Manfred Klenner, Stefanos Petrakis
      Pages 35-46

    4. Labeling Queries for a People Search Engine

      • Antje Schlaf, Amit Kirschenbaum, Robert Remus, Thomas Efer
      Pages 47-57

    5. Litmus: Generation of Test Cases from Functional Requirements in Natural Language

      • Anurag Dwarakanath, Shubhashis Sengupta
      Pages 58-69

    6. Extracting Multi-document Summaries with a Double Clustering Approach

      • Sara Botelho Silveira, António Branco
      Pages 70-81

    7. Developing Multilingual Text Mining Workflows in UIMA and U-Compare

      • Georgios Kontonasios, Ioannis Korkontzelos, Sophia Ananiadou
      Pages 82-93

    8. Geographic Expansion of Queries to Improve the Geographic Information Retrieval Task

      • José M. Perea-Ortega, L. Alfonso Ureña-López
      Pages 94-103

    9. Learning Good Decompositions of Complex Questions

      • Yllias Chali, Sadid A. Hasan, Kaisar Imam
      Pages 104-115

    10. A Semi Supervised Learning Model for Mapping Sentences to Logical form with Ambiguous Supervision

      • Le Minh Nguyen, Akira Shimazu
      Pages 116-127

    11. On the Effect of Stopword Removal for SMS-Based FAQ Retrieval

      • Johannes Leveling
      Pages 128-139

    12. Wikimantic: Disambiguation for Short Queries

      • Christopher Boston, Sandra Carberry, Hui Fang
      Pages 140-151

  4. Short Papers

    1. Polish Language Processing Chains for Multilingual Information Systems

      • Maciej Ogrodniczuk, Adam Przepiórkowski
      Pages 152-157

    2. GPU-Accelerated Non-negative Matrix Factorization for Text Mining

      • Volodymyr Kysenko, Karl Rupp, Oleksandr Marchenko, Siegfried Selberherr, Anatoly Anisimov
      Pages 158-163

    3. Generating SQL Queries Using Natural Language Syntactic Dependencies and Metadata

      • Alessandra Giordani, Alessandro Moschitti
      Pages 164-170

    4. Two-Stage Named-Entity Recognition Using Averaged Perceptrons

      • Lars Buitinck, Maarten Marx
      Pages 171-176

    5. Using Natural Language Processing to Improve Document Categorization with Associative Networks

      • Niels Bloom
      Pages 177-182

    6. MLICC: A Multi-Label and Incremental Centroid-Based Classification of Web Pages by Genre

      • Chaker Jebari
      Pages 183-190
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Other volumes

  1. Natural Language Processing and Information Systems

Editors and Affiliations

  • Information Science Department, University of Groningen, Groningen, The Netherlands

    Gosse Bouma

  • Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands

    Ashwin Ittoo, Hans Wortmann

  • CNAM-Laboratoire Cédric, Paris Cedex 03, France

    Elisabeth Métais

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