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» A Hybrid Approach to Adaptive Statistical Language Modeling
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ICASSP
2011
IEEE
12 years 11 months ago
Time-constrained sequential pattern discovery for music genre classification
Music consists of both local and long-term temporal information. However, for a genre classification task, most of the text categorization based approaches only capture local temp...
Jia-Min Ren, Jyh-Shing Roger Jang
LREC
2008
99views Education» more  LREC 2008»
13 years 9 months ago
Using the Web as a Linguistic Resource to Automatically Correct Lexico-Syntactic Errors
This paper presents an algorithm for correcting language errors typical of second-language learners. We focus on preposition errors, which are very common among second-language le...
Matthieu Hermet, Alain Désilets, Stan Szpak...
IAT
2009
IEEE
14 years 2 months ago
An Intelligent Agent That Autonomously Learns How to Translate
—We describe the design of an autonomous agent that can teach itself how to translate from a foreign language, by first assembling its own training set, then using it to improve...
Marco Turchi, Tijl De Bie, Nello Cristianini
HICSS
2006
IEEE
163views Biometrics» more  HICSS 2006»
14 years 2 months ago
Learning Ranking vs. Modeling Relevance
The classical (ad hoc) document retrieval problem has been traditionally approached through ranking according to heuristically developed functions (such as tf.idf or bm25) or gene...
Dmitri Roussinov, Weiguo Fan
ACL
2001
13 years 9 months ago
Practical Issues in Compiling Typed Unification Grammars for Speech Recognition
Current alternatives for language modeling are statistical techniques based on large amounts of training data, and hand-crafted context-free or finite-state grammars that are diff...
John Dowding, Beth Ann Hockey, Jean Mark Gawron, C...