Massih-Rza Amini, Patrick Gallinari Laboratoire d'Informatique de Paris VI 8, ...  Home/Search
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Abstract: Nous prsentons une mthode d'apprentissage semi-supervis pour raliser des r- sums de textes par extraction de phrases pertinentes. Ce systme permet d'entraner des classifieurs en se basant sur une petite quantit de donnes tiquetes simultanment une grande quantit de donnes non-tiquetes. Des mthodes d'apprentissage proposes jusqu' prsent, pour le rsum de textes, s'appuient sur des techniques supervises, ce qui pour apprendre ncessite l'tiquetage manuel de toutes les phrases ou les paragraphes... (Update)
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BibTeX entry: (Update)
@misc{ patrick-apprentissage,
author = "Massih-Rza Amini Patrick",
title = "Apprentissage Numrique pour le Rsum de Texte",
url = "citeseer.ist.psu.edu/698659.html" }
Citations (may not include all citations):83 A trainable document summarizer - Kupiec, Pederson et al. - 1995
64 Constructing literature abstracts by computer: Techniques an.. (context) - Paice - 1990
58 Using lexical chains for text summarization - Barzilay, Elhadad - 1997
43 From discourse structures to text summaries - Marcu - 1997
42 Generating natural language summaries from multiple online s.. - Radev, McKeown - 1998
40 Automated text summarization in summarist - Hovy, Lin - 1997
35 diversity-based reranking for reordering documents and produ.. (context) - Carbonell, Goldstein et al. - 1998
24 A classification em algorithm for clustering and two stochas.. (context) - Celeux, Govaert - 1992
21 Summarizing text documents: Sentence selection and evaluatio.. - Goldstein, Kantrowitz et al. - 1999
19 Sentence extraction as a classification task - Teufel, Moens - 1997
18 New methods in automatic abstracting (context) - Edmundson - 1969
7 Designing and evaluating a new revision-based model for summ.. (context) - McKeown, Robin et al. - 1995
4 The use of unlabeled data to improve supervised learning for.. (context) - Amini, Gallinari - 2002
3 Automatic creation of litterature abstracts (context) - Luhn - 1958
2 Apprentissage Automatique et Recherche d'Information: applic.. (context) - Amini - 2001
[Article contains additional citations not shown here]
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