Induction of semantic classes from natural language text
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Summarizing scientific articles: experiments with relevance and rhetorical status
Computational Linguistics - Summarization
Generating indicative-informative summaries with sumUM
Computational Linguistics - Summarization
Automatic labeling of semantic roles
Computational Linguistics
Building applied natural language generation systems
Natural Language Engineering
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Inferring knowledge from a large semantic network
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
The Proposition Bank: An Annotated Corpus of Semantic Roles
Computational Linguistics
Inducing frame semantic verb classes from WordNet and LDOCE
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Journal of Intelligent Information Systems
Labeling chinese predicates with semantic roles
Computational Linguistics
Adaptive information extraction from text by rule induction and generalisation
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Hi-index | 0.00 |
In this paper we present the first step in a larger series of experiments for the induction of predicate/argument structures. The structures that we are inducing are very similar to the conceptual structures that are used in Frame Semantics (such as FrameNet). Those structures are called messages and they were previously used in the context of a multi-document summarization system of evolving events. The series of experiments that we are proposing are essentially composed from two stages. In the first stage we are trying to extract a representative vocabulary of words. This vocabulary is later used in the second stage, during which we apply to it various clustering approaches in order to identify the clusters of predicates and arguments---or frames and semantic roles, to use the jargon of Frame Semantics. This paper presents in detail and evaluates the first stage.