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FINTAL
2006
15 years 10 months ago
Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations
Naive Bayes classifier is a frequently used method in various natural language processing tasks. Inspired by a modified version of the method called the flexible Bayes classifier, ...
Tapio Pahikkala, Jorma Boberg, Aleksandr Myllä...
GFKL
2006
Springer
78views Data Mining» more  GFKL 2006»
15 years 10 months ago
Putting Successor Variety Stemming to Work
Stemming algorithms find canonical forms for inflected words, e. g. for declined nouns or conjugated verbs. Since such a unification of words with respect to gender, number, time, ...
Benno Stein, Martin Potthast
AAAI
2008
15 years 8 months ago
Using Wiktionary for Computing Semantic Relatedness
We introduce Wiktionary as an emerging lexical semantic resource that can be used as a substitute for expert-made resources in AI applications. We evaluate Wiktionary on the perva...
Torsten Zesch, Christof Müller, Iryna Gurevyc...
CIKM
2008
Springer
15 years 8 months ago
Information shared by many objects
If Kolmogorov complexity [25] measures information in one object and Information Distance [4, 23, 24, 42] measures information shared by two objects, how do we measure information...
Chong Long, Xiaoyan Zhu, Ming Li, Bin Ma
LREC
2010
160views Education» more  LREC 2010»
15 years 8 months ago
STeP-1: A Set of Fundamental Tools for Persian Text Processing
Many NLP applications need fundamental tools to convert the input text into appropriate form or format and extract the primary linguistic knowledge of words and sentences. These t...
Mehrnoush Shamsfard, Hoda Sadat Jafari, Mahdi Ilbe...