| P.S. Jacobs. Joining statistics with nlp for text categorization. In Proceedings of the Third Conference on Applied Natural Language Processing, pages 178--185, 1992. |
....is to put relevant texts together within a corpus to highlight a level of detail or some desired differences between texts and so, expert s knowledge particularities. 4 Related Work Statistical approach is far from being a new one in text processing. It has been widely used in text categorization (Jacobs, 1992 ; Register and Kannan, 1992) as well as in language analysis (Hush, Wu and Tan, 1992 ; Charniak, 1993) Some applications have been made to the knowledge acquisition field. Text Clustering to Support Knowledge Acquisition from Documents 21 Statistical methods are mostly used to strengthen a ....
Jacobs, P.S. (1992). Joining statistics with NLP for text categorization. Proceedings of the Third Conference on Applied Natural Language Processing, pp. 178-185, Morristown: Assoc. Comput. Linguistics.
.... matching [18] In the last few years pattern matching was enhanced with the use of knowledge bases [8] a linguistic parser was provided to improve the results of hierarchical pattern matching [6] The advantages of joint use of statistical and knowledge based techniques were pointed out in [12]. In our approach, the classifier is organized as a hierarchical pattern matcher integrated with statistical information. Patterns are both generated manually by a user and automatically by means of corpus analysis. The classifier is able to provide accuracy evaluation of its own results, so that ....
Paul S. Jacobs. Joining statistics with nlp for text categorization. In Proceedings of the Third Conference on Applied Natural Language Processing, Trento, Italy, 1992.
....approach that tackle the problem at the earlier stage of the knowledge acquisition process as we do. One another originality of our work is the handling of the statistical analysis. Statistical approach is far from being a new one in text processing. It has been widely used in text categorization [12, 18], as well as in language analysis [23, 3] Some applications have been made to the knowledge acquisition eld. Statistical methods are mostly used to strengthen a conceptual method [18, 7, 13] Tools such as NLDB [13] and SKIS [18] combine both conceptual and statistical approaches within a hybrid ....
P. Jacobs. Joining statistics with NLP for text categorization. In Third Conference on Applied Natural Language Processing, pages 17885, Morristown, NJ, USA, Apr. 1992. Assoc. Comput. Linguistics.
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P.S. Jacobs. Joining statistics with nlp for text categorization. In Proceedings of the Third Conference on Applied Natural Language Processing, pages 178--185, 1992.
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