Sujan Perera

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 9

Top Topics

Hierarchical Classification

Background Knowledge

Top Venues

Publications

Xin Shen, Yan Zhao, Sujan Perera, Yujia Liu, Jinyun Yan, Mitchell Goodman
Learning Personalized Page Content Ranking Using Customer Representation. CoRR (2023)
Aashiq Muhamed, Jaspreet Singh, Shuai Zheng, Iman Keivanloo, Sujan Perera, James Mracek, Yi Xu, Qingjun Cui, Santosh Rajagopalan, Belinda Zeng, Trishul Chilimbi
DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction. WWW (Companion Volume) (2022)
Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici
Optimizing Hierarchical Classification with Adaptive Node Collapses. AAAI Workshops (2018)
Sarasi Lalithsena, Sujan Perera, Pavan Kapanipathi, Amit P. Sheth
Domain-specific hierarchical subgraph extraction: A recommendation use case. IEEE BigData (2017)
Amit P. Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan
Knowledge will propel machine understanding of content: extrapolating from current examples. WI (2017)
Amit P. Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan
Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples. CoRR (2017)
Sujan Perera, Pablo N. Mendes, Adarsh Alex, Amit P. Sheth, Krishnaprasad Thirunarayan
Implicit Entity Linking in Tweets. CoRR (2017)
Menasha Thilakaratne, Ruvan Weerasinghe, Sujan Perera
Knowledge-Driven Approach to Predict Personality Traits by Leveraging Social Media Data. WI (2016)
Sujan Perera, Pablo N. Mendes, Adarsh Alex, Amit P. Sheth, Krishnaprasad Thirunarayan
Implicit Entity Linking in Tweets. ESWC (2016)
Sujan Perera, Pablo N. Mendes, Amit P. Sheth, Krishnaprasad Thirunarayan, Adarsh Alex, Christopher Heid, Greg Mott
Implicit Entity Recognition in Clinical Documents. *SEM@NAACL-HLT (2015)
Sujan Perera, Amit P. Sheth
Implicit Information Extraction from Clinical Notes. ICHI (2015)
Sujan Perera, Cory A. Henson, Krishnaprasad Thirunarayan, Amit P. Sheth, Suhas Nair
Semantics Driven Approach for Knowledge Acquisition From EMRs. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Sujan Perera, Amit P. Sheth, Krishnaprasad Thirunarayan, Suhas Nair, Neil Shah
Challenges in understanding clinical notes: why NLP engines fall short and where background knowledge can help. DARE@CIKM (2013)
Sujan Perera, Cory A. Henson, Krishnaprasad Thirunarayan, Amit P. Sheth, Suhas Nair
Data driven knowledge acquisition method for domain knowledge enrichment in the healthcare. BIBM (2012)