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Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling


Oct 19, 2022
Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin

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* EMNLP 2022 

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ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs


Dec 13, 2021
Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin

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* Accepted at AAAI 2022, preprint version. Supplementary materials are provided in the paper and alternatively can be found at https://github.com/manasgaur/AAAI-22 

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Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones


Aug 23, 2021
Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin

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* accepted at CIKM 2021, pre-print version 

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Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web


Mar 29, 2021
Kalpa Gunaratna, Yu Wang, Hongxia Jin

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A Complex KBQA System using Multiple Reasoning Paths


May 22, 2020
Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam

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Neural Entity Summarization with Joint Encoding and Weak Supervision


May 10, 2020
Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen

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* 7 pages, accepted to IJCAI-PRICAI 2020 The paper is temporarily withdrawn due to company policies 

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Enriching Documents with Compact, Representative, Relevant Knowledge Graphs


May 10, 2020
Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna

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* 7 pages, accepted to IJCAI-PRICAI 2020. The paper is temporarily withdrawn due to company policies 

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ESBM: An Entity Summarization BenchMark


Mar 08, 2020
Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu

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* 16 pages, accepted to the Resource Track of ESWC 2020 

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