Applied natural language processing : identification, investigation, and resolution / [edited by] Philip M. McCarthy, Chutima Boonthum-Denecke.
"The amount of information that humans have gathered and made available to other humans is phenomenal, yet however large this repository of knowledge is, by this time tomorrow, it will be larger still.Applied Natural Language Processing: Identification, Investigation and Resolution is a volume...
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| Format: | Ebook |
| Language: | English |
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Hershey, PA :
Information Science Reference,
c2012.
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| Online Access: | IGI Global e-Book Collection |
Table of Contents:
- 1. Foundations
- 1. Question Answering and Generation / Arthur C. Graesser, Vasile Rus, Zhiqiang Cai, Xiangen Hu
- 2. Portable Text Summarization / Martin Hassel, Hercules Dalianis
- 3. Discourse Analysis and ANLP / Alexandra Kent, Philip M. McCarthy
- 4. NLP for Search / Christian F. Hempelmann
- 5. Data Mining / Martin Atzmueller
- 6. Dialogue Acts and Dialogue Structure / T. Daniel Midgley
- 7. Text-to-Text Similarity of Sentences / Vasile Rus, Mihai Lintean, Arthur C. Graesser, Danielle S. McNamara
- 8. Practical Programming for NLP / Patrick Jeuniaux, Andrew Olney, Sidney D’Mello
- Section 2. Successful ANLP Applications or Systems:
- 9. LSA in the Classroom / Walter Kintsch, Eileen Kintsch
- 10. AutoTutor / Arthur C. Graesser, Sidney D’Mello, Xiangen Hu, Zhiqiang Cai, Andrew Olney, Brent Morgan
- 11. Coh-Metrix: An Automated Tool for Theoretical and Applied Natural Language Processing / Danielle S. McNamara, Arthur C. Graesser
- 12. Linguistic Inquiry and Word Count (LIWC): Pronounced “Luke,” . . . and Other Useful Facts / Cindy K. Chung, James W. Pennebaker
- 13. HiDEx: The High Dimensional Explorer / Cyrus Shaoul, Chris Westbury
- 14. Computational Aspects of the Intelligent Tutoring System MetaTutor / Mihai Lintean, Vasile Rus, Zhiqiang Cai, Amy Witherspoon-Johnson, Arthur C. Graesser, Roger Azevedo
- 15. Applying NLP Metrics to Students’ Self-Explanations / G. Tanner Jackson, Danielle S. McNamara
- 16. Computer-Aided Rhetorical Analysis / Suguru Ishizaki, David Kaufer
- Section 3. New Research in ANLP:
- 17. The Writing-Pal: Natural Language Algorithms to Support Intelligent Tutoring on Writing Strategies / Danielle S. McNamara, Roxanne Raine, Rod Roscoe, Scott A. Crossley, G. Tanner Jackson, Jianmin Dai, Zhiqiang Cai, Adam Renner, Russell Brandon, Jennifer L. Weston, Kyle Dempsey, Diana Carney, Susan Sullivan, Loel Kim, Vasile Rus, Randy Floyd, Philip M. McCarthy, Arthur C. Graesser
- 11. The Gramulator: A Tool to Identify Differential Linguistic Features of Correlative Text Types
- 19. The Role of Textual Graph Patterns in Discovering Event Causality / Bryan Rink, Cosmin Adrian Bejan, Sanda Harabagiu
- 20. Play-by-Play Learning for Textual User Interfaces / Nate Blaylock, William de Beaumont, Lucian Galescu, Hyuckchul Jung, James Allen, George Ferguson, Mary Swift
- 21. Computationally Assessing Expert Judgments of Freewriting Quality / Jennifer L. Weston, Scott A. Crossley, Danielle S. McNamara
- 22. Morphological Analysis of Ill-Formed Arabic Verbs for Second Language Learners / Khaled Shaalan, Marwa Magdy, Aly Fahmy
- 23. Dynamic Effects of Repeating a Timed Writing Task in Two EFL University Courses: Multi-Element Text Analysis with Coh-Metrix / Kyoko Baba, Ryo Nitta
- 24. A Comparative Study of an Unsupervised Word Sense Disambiguation Approach / Wei Xiong, Min Song, Lori deVersterre
- 25. Interlanguage Talk: A Computational Analysis of Non-Native Speakers’ Lexical Production and Exposure / Scott A. Crossley, Danielle S. McNamara
- 26. Maximizing ANLP Evaluation: Harmonizing Flawed Input / Adam Renner, Philip M. McCarthy, Chutima Boonthum-Denecke, Danielle S. McNamara
- 27. Newness and Givenness of Information : Automated Identification in Written Discourse / Philip M. McCarthy, David Dufty, Christian F. Hempelmann, Zhiqiang Cai, Danielle S. McNamara, Arthur C. Graesser
- 28. Semantic Methods for Textual Entailment / Andrew Neel, Max H. Garzon
- 29. Mining and Visualizing the Narration Tree of Hadiths (Prophetic Traditions) / Aqil Azmi, Nawaf Al Badia
- 30. Using Event Semantics for Toponym Disambiguation / Kirk Roberts, Cosmin Adrian Bejan, Sanda Harabagiu
- 31. Evaluation of Narrative and Expository Text Summaries Using Latent Semantic Analysis / René Venegas
- 32. Using LIWC and Coh-Metrix to Investigate Gender Differences in Linguistic Styles / Courtney M. Bell, Philip M. McCarthy, Danielle S. McNamara.