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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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Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models



Soya Park , April Wang , Ban Kawas , Q. Vera Liao , David Piorkowski , Marina Danilevsky


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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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Pagination: It's what you say, not how long it takes to say it



Joshua Hailpern , Niranjan Damera Venkata , Marina Danilevsky

* 10 pages, Submitted to DOCENG'14 

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KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles



Marina Danilevsky , Chi Wang , Nihit Desai , Jingyi Guo , Jiawei Han

* 9 pages 

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