Explorations in Disambiguation Using XML Text Representation

Kenneth C. Litkowski · Meeting of the Association for Computational Linguistics · 2004

In SENSEVAL-3, CL Research participated in four tasks: English all-words, English lexical sample, disambiguation of WordNet glosses, and automatic labeling of semantic roles. This participation was performed within the development of CL Research’s Knowledge Management System, which massively tags texts with syntactic, semantic, and discourse characterizations and attributes. This System is fully integrated with CL Research’s DIMAP dictionary maintenance software, which provides access to one or more dictionaries for disambiguation and representation. Our core disambiguation functionality, unchanged since SENSEVAL-2, performed at a level comparable to our previous performance. Our participation in the SENSEVAL-3 tasks was concerned primarily with text processing and representation issues and did not advance our disambiguation capabilities.

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