Author(s): Ian C. Chow, Jonathan J. Webster (auth.), Alexander Gelbukh (eds.)
Series: Lecture Notes in Computer Science 4394
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 648
Tags: Information Storage and Retrieval; Artificial Intelligence (incl. Robotics); Language Translation and Linguistics; Mathematical Logic and Formal Languages; Document Preparation and Text Processing
Front Matter....Pages -
Handling Conjunctions in Named Entities....Pages 131-142
ANERsys: An Arabic Named Entity Recognition System Based on Maximum Entropy....Pages 143-153
Applying Machine Learning to Chinese Entity Detection and Tracking....Pages 154-165
Evaluation of an Automatic Extension of Temporal Expression Treatment to Catalan....Pages 166-174
A Generalized Approach to Word Segmentation Using Maximum Length Descending Frequency and Entropy Rate....Pages 175-185
Tagging Sentence Boundaries in Biomedical Literature....Pages 186-195
Probabilistic Classifications with TBL....Pages 196-207
The Non-associativity of Polarized Tree-Based Grammars....Pages 208-217
Dependency Analysis of Clauses Using Parse Tree Kernels....Pages 218-228
Integration of Linguistic Resources for Verb Classification: FrameNet Frame, WordNet Verb and Suggested Upper Merged Ontology....Pages 1-11
French EuroWordNet Lexical Database Improvements....Pages 12-22
Building a Large-Scale Commonsense Knowledge Base by Converting an Existing One in a Different Language....Pages 23-34
Conquering Language: Using NLP on a Massive Scale to Build High Dimensional Language Models from the Web....Pages 35-49
On Heads and Coordination in Valence Acquisition....Pages 50-61
Chinese Terminology Extraction Using Window-Based Contextual Information....Pages 62-74
Baby-Steps Towards Building a Spanglish Language Model....Pages 75-84
Latent Variable Models for Causal Knowledge Acquisition....Pages 85-96
Finite-State Technology as a Programming Environment....Pages 97-106
Morphological Disambiguation of Turkish Text with Perceptron Algorithm....Pages 107-118
Part-of-Speech Tagging Using Word Probability Based on Category Patterns....Pages 119-130
Unsupervised Method for Parsing Coordinated Base Noun Phrases....Pages 229-240
Text Categorization for Improved Priors of Word Meaning....Pages 241-252
Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better....Pages 253-266
Word Clustering for Collocation-Based Word Sense Disambiguation....Pages 267-274
Lexical Constellations and the Structure of Meaning: A Prototype Application to WSD....Pages 275-287
Rule-Based Protein Term Identification with Help from Automatic Species Tagging....Pages 288-298
Unsupervised Discrimination of Person Names in Web Contexts....Pages 299-310
Learning for Semantic Parsing....Pages 311-324
The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions....Pages 325-336
Characterizing Humour: An Exploration of Features in Humorous Texts....Pages 337-347
Representing Emotions with Linguistic Acuity....Pages 348-360
An Evaluation of UNL Usability for High Quality Multilingualization and Projections for a Future UNL++ Language....Pages 361-373
Transfer-Based MT from Spanish into Basque: Reusability, Standardization and Open Source....Pages 374-384
Dependency-Based Chinese-English Statistical Machine Translation....Pages 385-396
Asymmetric Hybrid Machine Translation for Languages with Scarce Resources....Pages 397-408
CL-Guided Korean-English MT System for Scientific Papers....Pages 409-419
Comparing and Integrating Alignment Template and Standard Phrase-Based Statistical Machine Translation....Pages 420-431
Dependency Analysis and CBR to Bridge the Generation Gap in Template-Based NLG....Pages 432-443
Experiments on Generating Questions About Facts....Pages 444-455
Expert vs. Non-expert Tutoring: Dialogue Moves, Interaction Patterns and Multi-utterance Turns....Pages 456-467
A Competitive Term Selection Method for Information Retrieval....Pages 468-475
Incorporating Passage Feature Within Language Model Framework for Information Retrieval....Pages 476-484
Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization....Pages 587-598
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization....Pages 599-610
Clustering Narrow-Domain Short Texts by Using the Kullback-Leibler Distance....Pages 611-622
Enhancing Cross-Language Question Answering by Combining Multiple Question Translations....Pages 485-493
The Negative Effect of Machine Translation on Cross–Lingual Question Answering....Pages 494-505
Using Clustering Approaches to Open-Domain Question Answering....Pages 506-517
A Little Known Fact Is ... Answering Other Questions Using Interest-Markers....Pages 518-529
Adapting the JIRS Passage Retrieval System to the Arabic Language....Pages 530-541
A Mixed Trigrams Approach for Context Sensitive Spell Checking....Pages 623-633
Combining Methods for Detecting and Correcting Semantic Hidden Errors in Arabic Texts....Pages 634-645
Using Question-Answer Pairs in Extractive Summarization of Email Conversations....Pages 542-550
NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System....Pages 551-562
Event-Based Summarization Using Time Features....Pages 563-574
NLP-Based Curation of Bacterial Regulatory Networks....Pages 575-586
Back Matter....Pages -
