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AAAI
2010
15 years 3 months ago
Kernelized Sorting for Natural Language Processing
Kernelized sorting is an approach for matching objects from two sources (or domains) that does not require any prior notion of similarity between objects across the two sources. U...
Jagadeesh Jagarlamudi, Seth Juarez, Hal Daum&eacut...
EACL
2006
ACL Anthology
15 years 2 months ago
Web Text Corpus for Natural Language Processing
Web text has been successfully used as training data for many NLP applications. While most previous work accesses web text through search engine hit counts, we created a Web Corpu...
Vinci Liu, James R. Curran
EMNLP
2010
14 years 11 months ago
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing
This paper introduces dual decomposition as a framework for deriving inference algorithms for NLP problems. The approach relies on standard dynamic-programming algorithms as oracl...
Alexander M. Rush, David Sontag, Michael Collins, ...
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CSLP
2004
Springer
15 years 5 months ago
Multi-dimensional Graph Configuration for Natural Language Processing
Many tasks in computational linguistics can be regarded as configuration problems. In this paper, we introduce the notion of lexicalised multi-dimensional configuration problems (l...
Ralph Debusmann, Denys Duchier, Marco Kuhlmann
ACL
1992
15 years 2 months ago
Information Retrieval Using Robust Natural Language Processing
We developed a fully automated Information Retrieval System which uses advanced natural language processing techniques to enhance the effectiveness of traditional key-word based d...
Tomek Strzalkowski, Barbara Vauthey