Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution

  title={Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution},
  author={Vivek Srikumar and Roi Reichart and Mark Sammons and Ari Rappoport and Dan Roth},
This paper studies textual inference by investigating comma structures, which are highly frequent elements whose major role in the extraction of semantic relations has not been hitherto recognized. We introduce the problem of comma resolution, defined as understanding the role of commas and extracting the relations they imply. We show the importance of the problem using examples from Textual Entailment tasks, and present A Sentence Transformation Rule Learner (ASTRL) , a machine learning… CONTINUE READING
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