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Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction



William Hogan , Molly Huang , Yannis Katsis , Tyler Baldwin , Ho-Cheol Kim , Yoshiki Vazquez Baeza , Andrew Bartko , Chun-Nan Hsu

* 3rd Conference on Automated Knowledge Base Construction (2021) 
* 14 pages, 3 figures, submitted to Automated Knowledge Base Construction (2021) 

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AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry



Yannis Katsis , Saneem Chemmengath , Vishwajeet Kumar , Samarth Bharadwaj , Mustafa Canim , Michael Glass , Alfio Gliozzo , Feifei Pan , Jaydeep Sen , Karthik Sankaranarayanan , Soumen Chakrabarti


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Theoretical Knowledge Graph Reasoning via Ending Anchored Rules



Canlin Zhang , Yannis Katsis , Yoshiki Vazquez-Baeza , Andrew Bartko , Ho-Cheol Kim , Chun-Nan Hsu

* Comparing to v2, v3 raises the lower bound of the connection set to be 2, which increases the performances on WN18RR for about 20 percent, and increases those on FB15K-237 for about 6 percent. People may refer to our presentation "EARDict_refinement" posted on github.com/ucsd-cmi/eardict for a detailed comparison between v2 and v3. We also revise our expressions a lot in v3 

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A Survey of the State of Explainable AI for Natural Language Processing



Marina Danilevsky , Kun Qian , Ranit Aharonov , Yannis Katsis , Ban Kawas , Prithviraj Sen

* To appear in AACL-IJCNLP 2020 

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