Probabilistic model
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Publications (17)

1A Probabilistic Model for Text Categorization: Based on a Single Random Variable with Multiple Values1994  Makoto Iwayama,Takenobu Tokunagapredefined categories. In this paper, we propose a new probabilistic model for text categorization, that is based on a Single...

2Fast Statistical Parsing of Noun Phrases for Document Indexing1997  Chengxiang Zhaia large amount of text. This paper proposes a new probabilistic model for noun phrase parsing, and reports on the application...

3A Probabilistic GenreIndependent Model of Pronominalization2000  Michael Strube,Maria Woltersand form of the antecedent. Finally, we describe a probabilistic model of pronominalization derived from our data. 1 I...

4Learning Probabilistic Subcategorization Preference by Identifying Case Dependencies and Optimal Noun Class Generalization Level1997  Takehito Utsuro,Yuji Matsumotothe model of generating verbnoun collocation as a probabilistic model and then to apply the maximum likelihood estimation...

5A Simple Approach to Building Ensembles of Naive Bayesian Classifiers for Word Sense Disambiguation2000  Ted Pedersenpos, morph, and cooccur in Table 5. A decomposable probabilistic model is induced from the sensetagged corpora using a backward...

6Probabilistic and RuleBased Tagger of an Inflective Language a Comparison1997  Jan Hajic,Barbora Hladkashow the results of four experiments using a simple probabilistic model to tag Czech texts (unigram, two bigram experiments...

7A MaximumEntropyInspired Parser2000  Eugene Charniakor loglinear, approach has recommended itself to probabilistic model builders for its flexibility and its novel approach...

8Sequential Model Selection for Word Sense Disambiguationvariables. We adopt a statistical approach whereby a probabilistic model is selected that describes the interactions among the...

9Rapid Parser Development: A Machine Learning Approach for Korean2000  Ulf Hermjakob. K. J. Seo, K. C. Nam, and K. S. Choi. 1998. A Probabilistic Model for Dependency Parsing Considering Ascending Dependencies...

10Automatic construction of parallel EnglishChinese corpus for crosslanguage information retrieval2000  Liang Chen,JianYun Nielaboratory at the University of Montreal. It employs a probabilistic model estimated on trigrams. Using these models, the system...