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» Natural Language Processing (almost) from Scratch
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115
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COLING
2000
15 years 5 months ago
Automatic Extraction of Semantic Relations from Specialized Corpora
In this paper we address the problem of discovering word semantic similarities via statistical processing of text corpora. We propose a knowledge-poor method that exploits the sen...
Aristomenis Thanopoulos, Nikos Fakotakis, George K...
113
Voted
ICGI
2010
Springer
15 years 2 months ago
Grammatical Inference as Class Discrimination
Abstract. Grammatical inference is typically defined as the task of finding a compact representation of a language given a subset of sample sequences from that language. Many di...
Menno van Zaanen, Tanja Gaustad
132
Voted
CICLING
2005
Springer
15 years 9 months ago
A Machine Learning Approach to Information Extraction
Information extraction is concerned with applying natural language processing to automatically extract the essential details from text documents. A great disadvantage of current ap...
Alberto Téllez-Valero, Manuel Montes-y-G&oa...
145
Voted
UMUAI
2010
105views more  UMUAI 2010»
15 years 2 months ago
Towards personality-based user adaptation: psychologically informed stylistic language generation
Conversation is an essential component of social behavior, one of the primary means by which humans express intentions, beliefs, emotions, attitudes and personality. Thus the deve...
François Mairesse, Marilyn A. Walker
TASLP
2010
97views more  TASLP 2010»
14 years 10 months ago
Hierarchical Bayesian Language Models for Conversational Speech Recognition
Traditional n-gram language models are widely used in state-of-the-art large vocabulary speech recognition systems. This simple model suffers from some limitations, such as overfi...
Songfang Huang, Steve Renals