On the Multi-Property Extraction and Beyond
June 15, 2020 ยท Declared Dead ยท ๐ arXiv.org
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Authors
Tomasz Dwojak, Michaล Pietruszka, ลukasz Borchmann, Filip Graliลski, Jakub Chลฤdowski
arXiv ID
2006.08281
Category
cs.CL: Computation & Language
Cross-listed
cs.IR
Citations
0
Venue
arXiv.org
Last Checked
6 months ago
Abstract
In this paper, we investigate the Dual-source Transformer architecture on the WikiReading information extraction and machine reading comprehension dataset. The proposed model outperforms the current state-of-the-art by a large margin. Next, we introduce WikiReading Recycled - a newly developed public dataset, supporting the task of multiple property extraction. It keeps the spirit of the original WikiReading but does not inherit the identified disadvantages of its predecessor.
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