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This book constitutes the refereed proceedings of the 10th International Conference on Applications of Natural Language to Information Systems, NLDB 2005, held in Alicante, Spain in June 2005.
The 29 revised full papers and 18 revised short papers presented were carefully reviewed and selected from 95 submissions. Among the topics addressed are SQL queries, text representation, information retrieval, text categorization, textual mining, information extraction, semantic relations, document analysis, knowledge-based information extraction, entity recognition, textual databases, machine translation, Web content filtering, text mining, lexical relations, semantic annotation, multilingual database quering, question answering, and knowledge extraction.
Regular Papers.- Extracting Semantic Taxonomies of Nouns from a Korean MRD Using a Small Bootstrapping Thesaurus and a Machine Learning Approach.- On the Transformation of Sentences with Genitive Relations to SQL Queries.- Binary Lexical Relations for Text Representation in Information Retrieval.- Application of Text Categorization to Astronomy Field.- Towards an XML Representation of Proper Names and Their Relationships.- Empirical Textual Mining to Protein Entities Recognition from PubMed Corpus.- Automatic Extraction of Semantic Relationships for WordNet by Means of Pattern Learning from Wikipedia.- Combining Data-Driven Systems for Improving Named Entity Recognition.- Natural Language Processing: Mature Enough for Requirements Documents Analysis?.- Improving Text Categorization Using Domain Knowledge.- A Process and Tool Support for Managing Activity and Resource Conflicts Based on Requirements Classification.- Web-Assisted Detection and Correction of Joint and Disjoint Malapropos Word Combinations.- Web Directory Construction Using Lexical Chains.- Email Categorization with Tournament Methods.- Knowledge-Based Information Extraction: A Case Study of Recognizing Emails of Nigerian Frauds.- Extended Tagging and Interpretation Tools for Mapping Requirements Texts to Conceptual (Predesign) Models.- Improving Question Answering Using Named Entity Recognition.- Using Semantic Roles in Information Retrieval Systems.- Text Categorization Based on Subtopic Clusters.- Interpretation of Implicit Parallel Structures. A Case Study with “vice-versa”.- Text2Onto.- Interaction Transformation Patterns Based on Semantic Roles.- Query Refinement Through Lexical Clustering of Scientific Textual Databases.- Automatic Filtering of Bilingual Corpora for Statistical Machine Translation.- An Approach to Clustering Abstracts.- Named Entity Recognition for Web Content Filtering.- The Role of Word Sense Disambiguation in Automated Text Categorization.- Combining Biological Databases and Text Mining to Support New Bioinformatics Applications.- A Semi-automatic Approach to Extracting Common Sense Knowledge from Knowledge Sources.- A Phrasal Approach to Natural Language Interfaces over Databases.- Information Extraction for User’s Utterance Processing on Ubiquitous Robot Companion.- Investigating the Best Configuration of HMM Spanish PoS Tagger when Minimum Amount of Training Data Is Available.- An Approach to Automatic Construction of Lexical Relations Between Chinese Nouns from Machine Readable Dictionary.- Automatic Acquisition of Adjacent Information and Its Effectiveness in Extraction of Bilingual Word Pairs from Parallel Corpora.- Text Mining from Categorized Stem Cell Documents to Infer Developmental Stage-Specific Expression and Regulation Patterns of Stem Cells.- Simple But Useful Algorithms for Identifying Noun Phrase Complements of Embedded Clauses in a Partial Parse.- An Add-On to Rule-Based Sifters for Multi-recipient Spam Emails.- Semantic Annotation of a Natural Language Corpus for Knowledge Extraction.- mySENSEVAL: Explaining WSD System Performance Using Target Word Features.- Information Extraction from Email Announcements.- An Application of NLP Rules to Spoken Document Segmentation Task.- A Generalised Similarity Measure for Question Answering.- Multi-lingual Database Querying and the Atoms of Language.- Extracting Information from Short Messages.- Automatic Transition of Natural Language Software Requirements Specification into Formal Presentation.- Automatic Description of Static Images in Natural Language.- On Some Optimization Heuristics for Lesk-Like WSD Algorithms.
Overview
This book constitutes the refereed proceedings of the 10th International Conference on Applications of Natural Language to Information Systems, NLDB 2005, held in Alicante, Spain in June 2005.
The 29 revised full papers and 18 revised short papers presented were carefully reviewed and selected from 95 submissions. Among the topics addressed are SQL queries, text representation, information retrieval, text categorization, textual mining, information extraction, semantic ...