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Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation



Bo Peng , Chang-Yu Tai , Srinivasan Parthasarathy , Xia Ning

* Under review by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest



Saket Gurukar , Nikil Pancha , Andrew Zhai , Eric Kim , Samson Hu , Srinivasan Parthasarathy , Charles Rosenberg , Jure Leskovec


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UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus



Thilini Wijesiriwardene , Vinh Nguyen , Goonmeet Bajaj , Hong Yung Yip , Vishesh Javangula , Yuqing Mao , Kin Wah Fung , Srinivasan Parthasarathy , Amit P. Sheth , Olivier Bodenreider


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FairMod: Fair Link Prediction and Recommendation via Graph Modification



Sean Current , Yuntian He , Saket Gurukar , Srinivasan Parthasarathy

* 15 pages, 2 figures, 4 tables 

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Semi-Supervised Deep Learning for Multiplex Networks



Anasua Mitra , Priyesh Vijayan , Ranbir Sanasam , Diganta Goswami , Srinivasan Parthasarathy , Balaraman Ravindran


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Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach



Moniba Keymanesh , Micha Elsner , Srinivasan Parthasarathy

* 10 pages , 1 figure 

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Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus



Goonmeet Bajaj , Vinh Nguyen , Thilini Wijesiriwardene , Hong Yung Yip , Vishesh Javangula , Srinivasan Parthasarathy , Amit Sheth , Olivier Bodenreider


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Fairness-aware Summarization for Justified Decision-Making



Moniba Keymanesh , Tanya Berger-Wolf , Micha Elsner , Srinivasan Parthasarathy

* 16 pages, 7 figures 

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StyleML: Stylometry with Structure and Multitask Learning for Darkweb Markets



Pranav Maneriker , Yuntian He , Srinivasan Parthasarathy


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eDarkTrends: Harnessing Social Media Trends in Substance use disorders for Opioid Listings on Cryptomarket



Usha Lokala , Francois Lamy , Triyasha Ghosh Dastidar , Kaushik Roy , Raminta Daniulaityte , Srinivasan Parthasarathy , Amit Sheth

* 6 pages, ICLR AI for Public Health Workshop 2021 

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