Implementing agglomerative hierarchic clustering algorithms for use in document retrieval
Information Processing and Management: an International Journal
Introduction to computational lexicography for natural language processing
Computational lexicography for natural language processing
Induction of semantic classes from natural language text
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering word senses from text
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Inducing semantic frames from lexical resources
Inducing semantic frames from lexical resources
A categorial variation database for English
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
PARAPHRASE '03 Proceedings of the second international workshop on Paraphrasing - Volume 16
Exploiting paraphrases in a Question Answering system
PARAPHRASE '03 Proceedings of the second international workshop on Paraphrasing - Volume 16
Inducing a semantic frame lexicon from WordNet data
TextMean '04 Proceedings of the 2nd Workshop on Text Meaning and Interpretation
Robust word sense translation by EM learning of frame semantics
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
CACLA '09 Proceedings of the EACL 2009 Workshop on Cognitive Aspects of Computational Language Acquisition
Inducing a semantic frame lexicon from WordNet data
TextMean '04 Proceedings of the 2nd Workshop on Text Meaning and Interpretation
Frame semantic enhancement of lexical-semantic resources
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Integrating semantic frames from multiple sources
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Unsupervised learning of verb argument structures
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
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This paper presents SemFrame, a system that induces frame semantic verb classes from WordNet and LDOCE. Semantic frames are thought to have significant potential in resolving the paraphrase problem challenging many language-based applications.When compared to the handcrafted FrameNet, SemFrame achieves its best recall-precision balance with 83.2% recall (based on SemFrame's coverage of FrameNet frames) and 73.8% precision (based on SemFrame verbs' semantic relatedness to frame-evoking verbs). The next best performing semantic verb classes achieve 56.9% recall and 55.0% precision.