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Domain Representative Keywords Selection: A Probabilistic Approach



Pritom Saha Akash , Jie Huang , Kevin Chen-Chuan Chang , Yunyao Li , Lucian Popa , ChengXiang Zhai


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AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning



Krishnateja Killamsetty , Guttu Sai Abhishek , Aakriti , Alexandre V. Evfimievski , Lucian Popa , Ganesh Ramakrishnan , Rishabh Iyer


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Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming



Ayush Maheshwari , Krishnateja Killamsetty , Ganesh Ramakrishnan , Rishabh Iyer , Marina Danilevsky , Lucian Popa


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



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



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



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



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



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



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



Phokion G. Kolaitis , Lucian Popa , Kun Qian


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