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LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking

Jun 17, 2021
Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander Gray

* Accepted to ACL 2021 

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Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning

Dec 03, 2020
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander Gray, Ramon Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G P Shrivatsa Bhargav, Mo Yu

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Learning Structured Representations of Entity Names using Active Learning and Weak Supervision

Oct 30, 2020
Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa

* Accepted to EMNLP 2020 

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Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

May 01, 2020
Xinyi Zheng, Doug Burdick, Lucian Popa, Nancy Xin Ru Wang

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A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching

Mar 29, 2020
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat

* accepted for publication in ACM-SIGMOD 2020, 15 pages 

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Low-resource Deep Entity Resolution with Transfer and Active Learning

Jun 17, 2019
Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa

* This paper is accepted by ACL 2019 

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Knowledge Refinement via Rule Selection

Jan 29, 2019
Phokion G. Kolaitis, Lucian Popa, Kun Qian

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