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      Syntactic and Semantic Structures for Relation Extraction

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      Sixth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2015) (FDIA 2015)

      Future Directions in Information Access

      31 August - 4 September 2015

      Syntactic, Semantic, Tree kernel, Clause-based relation, Clustering algorithms, Bootstrapping

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          Abstract

          This study proposes to employ syntactic and semantic knowledge from the rich relations within a tree kernel structure for relation extraction. The underlying idea is that different tree kernels with a variety of representations of the available linguistic information will improve the performance of detecting useful pieces of information expressed in a sentence. Applying clause-based rules, clustering algorithms, and bootstrapping on them will help increase the performance of relation extraction. As outlined in this paper, we plan to conduct experiments on recent Information Extraction corpuses and compare the results with the state of the art.

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          Author and article information

          Contributors
          Conference
          September 2015
          September 2015
          : 24-29
          Affiliations
          Laboratory for Systems, Software and Semantics (LS 3)

          Ryerson University, Toronto, ON, Canada
          Article
          10.14236/ewic/FDIA2015.7
          © Vo et al. Published by BCS Learning and Development Ltd. Proceedings of the 6 th Symposium on Future Directions in Information Access 2015

          This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

          Sixth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2015)
          FDIA 2015
          6
          Thessaloniki, Greece
          31 August - 4 September 2015
          Electronic Workshops in Computing (eWiC)
          Future Directions in Information Access
          Product
          Product Information: 1477-9358BCS Learning & Development
          Self URI (journal page): https://ewic.bcs.org/
          Categories
          Electronic Workshops in Computing

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