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Abstract: It is a traditional belief that in order to scale-up to more effective retrieval and access methods modern Information Retrieval has to consider more the text content. The modalities and techniques to fit this objectives are still under discussion. More empirical evidence is required to determine the suitable linguistic levels for modeling each IR subtask (e.g. information zoning, parsing, feature selection for indexing,...) and the corresponding use of this information. In this paper an... (Update)
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.... scalable architectures have recently received a major attention ( Carroll and Briscoe, 1996) At Mokhtar and Chanod, 1997) See (Basili et al. 2000b) for a formal proposal for modular parsing. For these reasons trends in the NLP LE area suggest the central role of...
.... to introduce more sophisticated document representation techniques, e.g. based on higher order word statistics [17, 1, 22] or NLP [11, 2], the simple minded independent word based representation, known as bag of words (BOW) remained very popular. Indeed, to date the best...
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BibTeX entry: (Update)
Basili R., Moschitti A., and Pazienza M. T. (2000a). Language sensitive text classification. In Proceedings of RIAO '2000, Paris, Fr. http://citeseer.ist.psu.edu/basili00language.html More
@inproceedings{ basili00languagesensitive,
author = "Roberto Basili and Alessandro Moschitti and Maria T. Pazienza",
title = "Language-Sensitive Text Classification",
booktitle = "Proceeding of {RIAO}-00, 6th International Conference ``Recherche d'Information Assistee par Ordinateur''",
address = "Paris, FR",
pages = "331--343",
year = "2000",
url = "citeseer.ist.psu.edu/basili00language.html" }
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463 Term-weighting approaches in automatic text retrieval (context) - Salton, Buckley - 1988
265 A simple rule-based part of speech tagger - Brill - 1992
263 A stochastic parts program and noun phrase parser for unrest.. (context) - Church - 1988
149 An evaluation of statistical approaches to text categorizati.. - May - 1999
110 Context-sensitive learning methods for text categorization - Cohen, Singer - 1996
110 Training algorithms for linear text classifiers - Lewis, Schapiro et al. - 1996
81 Development in automatic text retrieval (context) - Salton - 1991
73 An evaluation of phrasal and clustered representations on a .. (context) - Lewis - 1992
55 Expert network: effective and efficient learning from human .. (context) - Yang - 1994
52 Improving text retrieval for the routing problem using laten.. (context) - Hull - 1994
41 Automated learning of decision rules for text categorization (context) - Apt, Damerau et al. - 1994
27 Text categorization of low quality images (context) - Ittner, Lewis et al. - 1995
24 Text categorization: a symbolic approach (context) - Moulinier, Ganascia - 1996
23 Automatic indexing based on bayesian inference networks - Tzeras, Artman - 1993
11 Features selection (context) - Ng, Low - 1997
6 Efficient parsing for information extraction (context) - Basili, Pazienza et al.
4 Nlp for text classification: the trevi experience (context) - Basili, Di Nanni et al.
1 Short queries linguistic expansion techniques: Palliating on.. (context) - Grefenstette - 1991
1 A text classifier based on linguistic processing - Basili, Moschitti et al. - 1999
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