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Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks



Prithviraj Sen , Breno W. S. R. de Carvalho , Ryan Riegel , Alexander Gray


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



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



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



Arjit Jain , Sunita Sarawagi , Prithviraj Sen


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Logic Embeddings for Complex Query Answering



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



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



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



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



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


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Deep Learning with Apache SystemML



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

* Accepted at SysML 2018 

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