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» Decomposable Modeling in Natural Language Processing
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CICLING
2006
Springer
15 years 1 months ago
Abbreviation Recognition with MaxEnt Model
Abbreviated words carry critical information in the literature of many special domains. This paper reports our research in recognizing dotted abbreviations with MaxEnt model. The k...
Chunyu Kit, Xiaoyue Liu, Jonathan J. Webster
65
Voted
EACL
2006
ACL Anthology
14 years 11 months ago
A Probabilistic Answer Type Model
All questions are implicitly associated with an expected answer type. Unlike previous approaches that require a predefined set of question types, we present a method for dynamical...
Christopher Pinchak, Dekang Lin
79
Voted
IR
2007
14 years 10 months ago
Modeling context through domain ontologies
Traditional information retrieval systems aim at satisfying most users for most of their searches, leaving aside the context in which the search takes place. We propose to model tw...
Nathalie Hernandez, Josiane Mothe, Claude Chrismen...
CICLING
2008
Springer
15 years 5 days ago
Real-Word Spelling Correction with Trigrams: A Reconsideration of the Mays, Damerau, and Mercer Model
The trigram-based noisy-channel model of real-word spelling-error correction that was presented by Mays, Damerau, and Mercer in 1991 has never been adequately evaluated or compare...
L. Amber Wilcox-O'Hearn, Graeme Hirst, Alexander B...
113
Voted
EMNLP
2011
13 years 10 months ago
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model
In this paper, we propose a novel approach to automatic generation of aspect-oriented summaries from multiple documents. We first develop an event-aspect LDA model to cluster sen...
Peng Li, Yinglin Wang, Wei Gao, Jing Jiang