Abstract
We provide a detailed overview of the various approaches that were proposed to date to solve the task of Open Information Extraction. We present the major challenges that such systems face, show the evolution of the suggested approaches over time and depict the specific issues they address. In addition, we provide a critique of the commonly applied evaluation procedures for assessing the performance of Open IE systems and highlight some directions for future work.
Original language | English |
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Title of host publication | Proceedings of the 27th International Conference on Computational Linguistics |
Publication status | Published - 2018 |
Event | 27th International Conference on Computational Linguistics - Santa Fe, United States Duration: 20 Aug 2018 → 26 Aug 2018 |
Conference
Conference | 27th International Conference on Computational Linguistics |
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Abbreviated title | COLING 2018 |
Country/Territory | United States |
City | Santa Fe |
Period | 20/08/18 → 26/08/18 |