Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Subtopic structuring for full-length document access
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Centroid-Based Document Classification: Analysis and Experimental Results
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
ECDL '97 Proceedings of the First European Conference on Research and Advanced Technology for Digital Libraries
Text Segmentation for Efficient Information Retrieval
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Topic segmentation: algorithms and applications
Topic segmentation: algorithms and applications
Applying Machine Learning to Text Segmentation for Information Retrieval
Information Retrieval
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Advances in domain independent linear text segmentation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Un outil multidimensionnel de l'analyse du discours
ACL '84 Proceedings of the 10th International Conference on Computational Linguistics and 22nd annual meeting on Association for Computational Linguistics
A grammatico-statistical approach to discourse partitioning
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Word-sense disambiguation using statistical models of Roget's categories trained on large corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
A heuristic method based on a statistical approach for Chinese text segmentation
Journal of the American Society for Information Science and Technology
Lexical and Semantic Methods in Inner Text Topic Segmentation: A Comparison between C99 and Transeg
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Finding Text Boundaries and Finding Topic Boundaries: Two Different Tasks?
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
How can catchy titles be generated without loss of informativeness?
Expert Systems with Applications: An International Journal
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Information retrieval needs to match relevant texts with a given query. Selecting appropriate parts is useful when documents are long, and only portions are interesting to the user. In this paper, we describe a method that extensively uses natural language techniques for text segmentation based on topic change detection. The method requires a NLP-parser and a semantic representation in Roget-based vectors. We have run the experiment on French documents, for which we have the appropriate tools, but the method could be transposed to any other language with the same requirements. The article sketches an overview of the NL understanding environment functionalities, and the algorithms related to our text segmentation method. An experiment in text segmentation is also presented and its result in an information retrieval task is shown.