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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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TableLab: An Interactive Table Extraction System with Adaptive Deep Learning


Feb 16, 2021
Nancy Xin Ru Wang, Douglas Burdick, Yunyao Li

* 26th International Conference on Intelligent User Interfaces 2021 
* Accepted at IUI'21 

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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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Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation


Nov 29, 2020
Ishan Jindal, Ranit Aharonov, Siddhartha Brahma, Huaiyu Zhu, Yunyao Li


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CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling


Nov 09, 2020
Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu

* EMNLP 2020, ACL Findings 

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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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Small but Mighty: New Benchmarks for Split and Rephrase


Sep 17, 2020
Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li

* In EMNLP 2020 

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HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop


Jul 25, 2019
Yiwei Yang, Eser Kandogan, Yunyao Li, Walter S. Lasecki, Prithviraj Sen


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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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