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Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion

Sep 16, 2021
Prithviraj Sen, Breno W. S. R. Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Francois Luus, Salim Roukos, Alexander Gray

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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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Deep Indexed Active Learning for Matching Heterogeneous Entity Representations

Apr 08, 2021
Arjit Jain, Sunita Sarawagi, Prithviraj Sen

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Logic Embeddings for Complex Query Answering

Feb 28, 2021
Francois Luus, Prithviraj Sen, Pavan Kapanipathi, Ryan Riegel, Ndivhuwo Makondo, Thabang Lebese, Alexander Gray

* IBM Research 

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

Oct 01, 2020
Marina Danilevsky, Kun Qian, Ranit Aharonov, Yannis Katsis, Ban Kawas, Prithviraj Sen

* To appear in AACL-IJCNLP 2020 

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Forecasting in multivariate irregularly sampled time series with missing values

Apr 06, 2020
Shivam Srivastava, Prithviraj Sen, Berthold Reinwald

* arXiv admin note: text overlap with arXiv:1905.12374 by other authors 

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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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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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Deep Learning with Apache SystemML

Feb 08, 2018
Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen

* Accepted at SysML 2018 

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Bisimulation-based Approximate Lifted Inference

May 09, 2012
Prithviraj Sen, Amol Deshpande, Lise Getoor

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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