Computational Linguistics -- Starting with Complex Primitives Pays Off -- Things Are Not Always Equal -- GIGs: Restricted Context-Sensitive Descriptive Power in Bounded Polynomial-Time -- Total Lexicalism and GASGrammars: A Direct Way to Semantics -- Pseudo Context-Sensitive Models for Parsing Isolating Languages: Classical Chinese - A Case Study -- Imperatives as Obligatory and Permitted Actions -- Formal Representation and Semantics of Modern Chinese Interrogative Sentences -- Analyzing V+Adj in Situation Semantics -- Diagnostics for Determining Compatibility in English Support-Verb-Nominalization Pairs -- A Maximum Entropy Approach for Spoken Chinese Understanding -- A Study to Improve the Efficiency of a Discourse Parsing System -- Conversion of Japanese Passive/Causative Sentences into Active Sentences Using Machine Learning -- From Czech Morphology through Partial Parsing to Disambiguation -- Fast Base NP Chunking with Decision Trees - Experiments on Different POS Tag Settings -- Guaranteed Pre-tagging for the Brill Tagger -- Performance Analysis of a Part of Speech Tagging Task -- An Efficient Online Parser for Contextual Grammars with at Most Context-Free Selectors -- Offline Compilation of Chains for Head-Driven Generation with Constraint-Based Grammars -- Generation of Incremental Parsers -- Computing with Realizational Morphology -- Approach to Construction of Automatic Morphological Analysis Systems for Inflective Languages with Little Effort -- Per-node Optimization of Finite-State Mechanisms for Natural Language Processing -- An Evaluation of a Lexicographer's Workbench Incorporating Word Sense Disambiguation -- Using Measures of Semantic Relatedness for Word Sense Disambiguation -- Automatic Sense Disambiguation of the Near-Synonyms in a Dictionary Entry -- Word Sense Disambiguation for Untagged Corpus: Application to Romanian Language -- Automatic Noun Sense Disambiguation -- Tool for Computer-Aided Spanish Word Sense Disambiguation -- Augmenting WordNet's Structure Using LDOCE -- Building Consistent Dictionary Definitions -- Is Shallow Parsing Useful for Unsupervised Learning of Semantic Clusters? -- Experiments on Extracting Semantic Relations from Syntactic Relations -- A Method of Automatic Detection of Lexical Relationships Using a Raw Corpus -- Sentence Co-occurrences as Small-World Graphs: A Solution to Automatic Lexical Disambiguation -- Dimensional Analysis to Clarify Relations among the Top-Level Concepts of an Upper Ontology: Process, Event, Substance, Object -- Classifying Functional Relations in Factotum via WordNet Hypernym Associations -- Processing Natural Language without Natural Language Processing -- The Design, Implementation, and Use of the Ngram Statistics Package -- An Estimate Method of the Minimum Entropy of Natural Languages -- A Corpus Balancing Method for Language Model Construction -- Building a Chinese Shallow Parsed TreeBank for Collocation Extraction -- Corpus Construction within Linguistic Module of City Information Dialogue System -- Diachronic Stemmed Corpus and Dictionary of Galician Language -- Can We Correctly Estimate the Total Number of Pages in Google for a Specific Language? -- The Word Is Mightier than the Count: Accumulating Translation Resources from Parsed Parallel Corpora -- Identifying Complex Sound Correspondences in Bilingual Wordlists -- Generating Texts with Style -- Multilingual Syntax Editing in GF -- QGen- Generation Module for the Register Restricted InBASE System -- Towards Designing Natural Language Interfaces -- A Discourse System for Conversational Characters -- A Portable Natural Language Interface for Diverse Databases Using Ontologies -- Time-Domain Structural Analysis of Speech -- Experiments with Linguistic Categories for Language Model Optimization -- Chinese Utterance Segmentation in Spoken Language Translation -- Intelligent Text Processing -- Using Natural Language Processing for Semantic Indexing of Scene-of-Crime Photographs -- Natural Language in Information Retrieval -- Natural Language System for Terminological Information Retrieval -- Query Expansion Based on Thesaurus Relations: Evaluation over Internet -- Suggesting Named Entities for Information Access -- Probabilistic Word Vector and Similarity Based on Dictionaries -- Web Document Indexing and Retrieval -- Event Sentence Extraction in Korean Newspapers -- Searching for Significant Word Associations in Text Documents Using Genetic Algorithms -- Cascaded Feature Selection in SVMs Text Categorization -- A Study on Feature Weighting in Chinese Text Categorization -- Experimental Study on Representing Units in Chinese Text Categorization -- Partitional Clustering Experiments with News Documents -- Fast Clustering Algorithm for Information Organization -- Automatic Text Summarization of Scientific Articles Based on Classification of Extract's Population -- Positive Grammar Checking:A Finite State Approach.