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ML
2010
ACM
135views Machine Learning» more  ML 2010»
14 years 4 months ago
Multi-domain learning by confidence-weighted parameter combination
State-of-the-art statistical NLP systems for a variety of tasks learn from labeled training data that is often domain specific. However, there may be multiple domains or sources o...
Mark Dredze, Alex Kulesza, Koby Crammer
IAT
2009
IEEE
15 years 21 days ago
Integrating NLP with Reasoning about Actions for Autonomous Agents Communicating with Humans
—We present a first effort to integrate NLP with ASP for autonomous agents, especially service robots, communicating with humans. We implemented a prototype system and tested it...
Xiaoping Chen, Jiehui Jiang, Jianmin Ji, Guoqiang ...
LREC
2010
133views Education» more  LREC 2010»
14 years 11 months ago
Using High-Quality Resources in NLP: The Valency Dictionary of English as a Resource for Left-Associative Grammars
In Natural Language Processing (NLP), the quality of a system depends to a great extent on the quality of the linguistic resources it uses. Due to the unpredictable character of v...
Thomas Proisl, Besim Kabashi
EMNLP
2011
13 years 9 months ago
Approximate Scalable Bounded Space Sketch for Large Data NLP
We exploit sketch techniques, especially the Count-Min sketch, a memory, and time efficient framework which approximates the frequency of a word pair in the corpus without explic...
Amit Goyal, Hal Daumé III
CLEF
2003
Springer
15 years 2 months ago
Pruning Texts with NLP and Expanding Queries with an Ontology: TagSearch
: The basic line of our action is first to use natural language processing to prune the texts and the query, and secondly to use an ontology to expand the queries. Last year The sy...
Gil Francopoulo