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;