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» Unsupervised feature extraction using neuro-fuzzy approach
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EMNLP
2009
14 years 9 months ago
Unsupervised Semantic Parsing
We present the first unsupervised approach to the problem of learning a semantic parser, using Markov logic. Our USP system transforms dependency trees into quasi-logical forms, r...
Hoifung Poon, Pedro Domingos
WWW
2008
ACM
16 years 15 days ago
Generating diverse and representative image search results for landmarks
Can we leverage the community-contributed collections of rich media on the web to automatically generate representative and diverse views of the world's landmarks? We use a c...
Lyndon S. Kennedy, Mor Naaman
EMNLP
2010
14 years 9 months ago
Learning the Relative Usefulness of Questions in Community QA
We present a machine learning approach for the task of ranking previously answered questions in a question repository with respect to their relevance to a new, unanswered referenc...
Razvan C. Bunescu, Yunfeng Huang
CSMR
2005
IEEE
15 years 5 months ago
Correlating Features and Code Using a Compact Two-Sided Trace Analysis Approach
Software developers are constantly required to modify and adapt application features in response to changing requirements. The problem is that just by reading the source code, it ...
Orla Greevy, Stéphane Ducasse
ACL
2009
14 years 9 months ago
Distant supervision for relation extraction without labeled data
Modern models of relation extraction for tasks like ACE are based on supervised learning of relations from small hand-labeled corpora. We investigate an alternative paradigm that ...
Mike Mintz, Steven Bills, Rion Snow, Daniel Jurafs...