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We present a statistical parsing framework for sentence-level sentiment classification in this article. Unlike previous works that use syntactic parsing results for sentiment analysis, we develop a st...
This paper focuses on a well-known open issue in Semantic Role Classification (SRC) research: the limited influence and sparseness of lexical features. We mitigate this problem using models that integ...
With the increasing rate of patent application filings, automated patent classification is of rising economic importance. This article investigates how patent classification can be improved by using d...
We present a study on the automatic acquisition of semantic classes for Catalan adjectives from distributional and morphological information, with particular emphasis on polysemous adjectives. The aim...
The lack of reliable Chinese sentiment resources limits research progress on Chinese sentiment classification. However, there are many freely available English sentiment resources on the Web. This art...
Aspectual classification maps verbs to a small set of primitive categories in order to reason abouttime. This classification is necessary for interpreting temporal modifiers and assessing temporal rel...
We show a number of improvements in the use of Hidden Conditional Random Fields (HCRFs) for phone classification on the TIMIT and Switchboard corpora. We first show that the use of regularization effe...
We investigate the problem of binary text classification in the domain of legal docket entries.This work presents an illustrative instance of a domain-specific problem where the stateof-the-art Machin...
A series of articles by Ross (1995, 2001, 2005) use pronoun similarities to gauge relatedness between various Papuan microgroups,arguing that the similarities could not be the result of chance or borr...
Minimum classification error training of landmark models for real-time continuous speech recognition.
A Wavelet and Filter Bank Framework for Phonetic Classification.
Speech utterance classification has been widely applied to a variety of spoken language understanding tasks, including call routing, dialog systems, and command and control. Most speech utterance ...
Noise Robust Phonetic Classification with Linear Regularized Least Squares and Second-Order Features.

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