Natural Language Processing and Text Mining

1. Overview
Anne Kao, Stephen R. Poteet

2. Extracting Product Features and Opinions from Reviews
Ana-Maria Popescu, Orena Etzioni

3. Extracting Relations from Text: From Word Sequences to Dependency Paths
Razvan C. Bunescu, Raymond J. Mooney

4. Mining Diagnostic Text Reports by Learning to Annotate Knowledge Roles
Eni Mustafaraj, Martin Hoof, Bernd Freisleben

5. A Case Study in Natural Language Based Web Search
Giovanni Marchisio, Navdeep Dhillon, Jisheng Liang, Carsten Tusk, Krzysztof Koperski, Thien Nguyen, Dan White, Lubos Pochman

6. Evaluating Self-Explanations in iSTART: Word Matching, Latent Semantic Analysis, and Topic Models
Chutima Boonthum, Irwin B. Levinstein, Danielle S. McNamara

7. Textual Signatures: Identifying Text-Types Using Latent Semantic Analysis to Measure the Cohesion of Text Structures
Philip M. McCarthy, Stephen W. Briner, Vasile Rus, Danielle S. McNamara

8. Automatic Document Separation: A Combination of Probabilistic Classification and Finite-State Sequence Modeling
Mauritius A. R. Schmidtler, Jan W. Amtrup

9. Evolving Explanatory Novel Patterns for Semantically-Based Text Mining
John Atkinson

10. Handling of Imbalanced Data in Text Classification: Category-Based Term Weights
Ying Liu, Han Tong Loh, Youcef-Toumi Kamal, Shu Beng Tor

11. Automatic Evaluation of Ontologies
Janez Brank, Marko Grobelnik, Dunja Mladenic

12. Linguistic Computing with UNIX Tools
Lothar M. Schmitt, Kiel Christianson, Renu Gupta

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Avainsanat: COMPUTERS / Computer Science COM014000