Lifelong Learning Framework for Multilingual Hate Speech Detection in Social Media Streams
17th International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation
2024
Senarath, Yasas; Purohit, Hemant;
Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems
Proceedings of the 29th International Conference on Intelligent User Interfaces
2024
Ara, Zinat; Salemi, Hossein; Hong, Sungsoo Ray; Senarath, Yasas; Peterson, Steve; Hughes, Amanda Lee; Purohit, Hemant;
Designing a Human-centered AI Tool for Proactive Incident Detection Using Crowdsourced Data Sources to Support Emergency Response
Digital Government: Research and Practice
2024
Senarath, Yasas; Mukhopadhyay, Ayan; Purohit, Hemant; Dubey, Abhishek;
Citizen-helper system for human-centered AI use in disaster management
International Handbook of Disaster Research
2023
Senarath, Yasas; Pandey, Rahul; Peterson, Steve; Purohit, Hemant;
Summarizing Social Media & News Streams for Crisis-related Events by Integrated Content-Graph Analysis: TREC-2023 CrisisFACTS Track
The Thirty-Second Text REtrieval Conference Proceedings (TREC 2023)
2023
Salemi, Hossein; Senarath, Yasas; Sharika, Tarin Sultana; Gupta, Anuridhi; Purohit, Hemant;
Violence-Inducing Behavior Prevention in Social-Cyber Space
International Symposium on AI, Data and Digitalization
2023
Senarath, Yasas; Purohit, Hemant; Akerkar, Rajendra;
A Comparative Study of Pre-trained Language Models to Filter Informative Code-mixed Data on Social Media during Disasters
International Conference on Information Systems for Crisis Response and Management
2023
Salemi, Hossein; Senarath, Yasas; Purohit, Hemant;
EVO-LYZER: Social Media Mining System for Evolving Communication Behavior Analytics to Aid Climate Change Programs
nan
2022
Senarath, Yasas; Borth, Amanda; Maibach, Edward; Purohit, Hemant;
PROBER: A System for Real-time Propaganda Behavior Analytics on Social Media and Web Data Streams
2022 IEEE International Conference on Big Data (Big Data)
2022
Senarath, Yasas; Anastasopoulos, Antonios; Thornton, Tonya; Purohit, Hemant;
Human-AI teaming for COVID-19 response: A practice & research collaboration case study
Proceedings of the 19th International ISCRAM Conference
2022
Hughes, A; Stephens, Keri K; Peterson, Steve; Purohit, Hemant; Harris, Anastazja G; Senarath, Yasas; Jarvis, S Ashley; Montagnolo, Carolyn E; Nader, Karim;
Mining risk behaviors from social media for pandemic crisis preparedness and response
Proceedings of the 2021 international conference on social computing, behavioral-cultural modeling & prediction and behavior representation in modeling and simulation
2021
Senarath, Yasas; Peterson, Steve; Purohit, Hemant; Hughes, Amanda L; Stephens, Keri K;
Towards a Design of Resilience Data Repository for Community Resilience.
ISCRAM
2021
Nguyen, Hoang Long; Senarath, Yasas; Purohit, Hemant; Akerkar, Rajendra;
Evaluating the relevance of umls knowledge base for public health informatics during disasters
ISCRAM 2021 Conference Proceedings–18th International Conference on Information Systems for Crisis Response and Management
2021
Senarath, Yasas; Chan, Jennifer; Purohit, Hemant; Uzuner, Ozlem;
Practitioner-centric approach for early incident detection using crowdsourced data for emergency services
2021 IEEE International Conference on Data Mining (ICDM)
2021
Senarath, Yasas; Mukhopadhyay, Ayan; Vazirizade, Sayyed Mohsen; Purohit, Hemant; Nannapaneni, Saideep; Dubey, Abhishek;
Online-computer-mediated interviews and observations: Overcoming challenges and establishing best practices in a human-AI teaming context
nan
2021
Stephens, Keri; Nader, Karim; Harris, Anastazja; Montagnolo, Caroline; Hughes, Amanda; Stevens, Ashley; Wijesuriya, Yasas Pramuditha Senarath; Purohit, Hemant;
Efficient detection of multilingual hate speech by using interactive attention network with minimal human feedback
Proceedings of the 13th ACM Web Science Conference 2021
2021
Vitiugin, Fedor; Senarath, Yasas; Purohit, Hemant;
Emergency incident detection from crowdsourced waze data using bayesian information fusion
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
2020
Senarath, Yasas; Nannapaneni, Saideep; Purohit, Hemant; Dubey, Abhishek;
Evaluating semantic feature representations to efficiently detect hate intent on social media
2020 IEEE 14th International Conference on Semantic Computing (ICSC)
2020
Senarath, Yasas; Purohit, Hemant;
ACTSEA: annotated corpus for Tamil & Sinhala emotion analysis
2019 Moratuwa Engineering Research Conference (MERCon)
2019
Jenarthanan, Rajenthiran; Senarath, Yasas; Thayasivam, Uthayasanker;
A hybrid approach for aspect extraction from customer reviews
The International Journal on Advances in ICT for Emerging Regions
2019
Senarath, Yasas; Jihan, Nadheesh; Ranathunga, Surangika;
Affect level opinion mining of Twitter streams
University of Moratuwa, Sri Lanka
2019
Senarath, Yasas;
DataSEARCH at IEST 2018: multiple word embedding based models for implicit emotion classification of tweets with deep learning
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
2018
Senarath, Yasas; Thayasivam, Uthayasanker;
Aspect extraction from customer reviews using convolutional neural networks
2018 18th International conference on advances in ICT for emerging regions (ICTer)
2018
Jihan, Nadheesh; Senarath, Yasas; Ranathunga, Surangika;
Multi-domain aspect extraction using support vector machines
Proceedings of the 29th conference on computational linguistics and speech processing (ROCLING 2017)
2017
Jihan, Nadheesh; Senarath, Yasas; Tennekoon, Dulanjaya; Wickramarathne, Mithila; Ranathunga, Surangika;