Statistical Models for Text Segmentation
Machine Learning - Special issue on natural language learning
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
A critique and improvement of an evaluation metric for text segmentation
Computational Linguistics
Segmentation similarity and agreement
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Getting more from segmentation evaluation
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
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The paper describes a user oriented performance evaluation measure for text segmentation. Experiments show that the proposed measure differentiates well between error distributions with varying user impact.