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This book constitutes the refereed proceedings of the 12th International Conference on Applications of Natural Language to Information Systems, NLDB 2007, held in Paris, France in June 2007.The 31 revised full papers and 10 revised short papers presented together with 1 invited lecture were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on natural language for database query processing, email management, semantic annotation, text clustering, ontology engineering, natural language for information system design, information retrieval systems, and natural language processing techniques.

An alternative approach to tagging	p. 1
An efficient denotational semantics for natural language database queries	p. 12
An approach to hierarchical email categorization based on ME	p. 25
Developing methods and heuristics with low time complexities for filtering spam messages	p. 35
Exploit semantic information for category annotation recommendation in Wikipedia	p. 48
A lightweight approach to semantic annotation of research papers	p. 61
A new text clustering method using hidden Markov model	p. 73
Identifying event sequences using hidden Markov model	p. 84
The dictionary-based quantified conceptual relations for hard and soft Chinese text clustering	p. 96
On-line single-pass clustering based on diffusion maps	p. 107
Selecting labels for news document clusters	p. 119
Generating ontologies via language components and ontology reuse	p. 131
Experiences using the ResearchCyc upper level ontology	p. 143
From OWL class and property labels to human understandable natural language	p. 156
Ontological text mining of software documents	p. 168
Treatment of passive voice and conjunctions in use case documents	p. 181
Natural language processing and the conceptual model self-organizing map	p. 193
Automatic issue extraction from a focused dialogue	p. 204
Character N-grams translation in cross-language information retrieval	p. 217
Cross-lingual information retrieval by feature vectors	p. 229
Incomplete and fuzzy conceptual graphs to automatically index medical reports	p. 240
Combining vector space model and multi word term extraction for semantic query expansion	p. 252
The bootstrapping based recognition of conceptual relationship for text retrieval	p. 264
A framework of NLP based information tracking and related knowledge organizing with topic maps	p. 272
DLSITE-1 : lexical analysis for solving textual entailment recognition	p. 284
Text segmentation based on document understanding for information retrieval	p. 295
Named entity recognition for arabic using syntactic grammars	p. 305
Four methods for supervised word sense disambiguation	p. 317
Enhancing relation extraction by eliciting selectional constraint features from Wikipedia	p. 329
A computer science electronic dictionary for NOOJ	p. 341
Applying Wikipedia's multilingual knowledge to cross-lingual question answering	p. 352
Zero anaphora resolution in Chinese and its application in Chinese-English machine translation	p. 364
Rule-based partial MT using enhanced finite-state grammars in NooJ	p. 376
Biomedical named entity recognition : a poor knowledge HMM-based approach	p. 382
Unsupervised language independent genetic algorithm approach to trivial dialogue phrase generation and evaluation	p. 388
Large-scale knowledge acquisition from botanical texts	p. 395
Lexical-based alignment for reconstruction of structure in parallel texts	p. 401
Electronic dictionaries and transducers for automatic processing of the Albanian language	p. 407
Two methods of evaluation of semantic similarity of nouns based on their modifier sets	p. 414
A service oriented architecture for adaptable terminology acquisition	p. 420
Domain relevance on term weighting	p. 427
Flexible and customizable NL representation of requirements for ETL processes	p. 433
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