Sahan Bulathwela

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 32

Top Topics

Recommendation Systems

Learning Companion

Top Venues

Publications

Yuxiang Qiu, Karim Djemili, Denis Elezi, Aaneel Shalman Srazali, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor, Sahan Bulathwela
A Toolbox for Modelling Engagement with Educational Videos. AAAI (2024)
Fares Fawzi, Sarang Balan, Mutlu Cukurova, Emine Yilmaz, Sahan Bulathwela
Towards Human-Like Educational Question Generation with Small Language Models. AIED Companion (1) (2024)
Yuxiang Qiu, Karim Djemili, Denis Elezi, Aaneel Shalman, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor, Sahan Bulathwela
A Toolbox for Modelling Engagement with Educational Videos. CoRR (2024)
Zekun Wu, Sahan Bulathwela, María Pérez-Ortiz, Adriano Soares Koshiyama
Auditing Large Language Models for Enhanced Text-Based Stereotype Detection and Probing-Based Bias Evaluation. CoRR (2024)
Yuxiang Qiu, Karim Djemili, Denis Elezi, Aaneel Shalman, María Pérez-Ortiz, Sahan Bulathwela
TrueLearn: A Python Library for Personalised Informational Recommendations with (Implicit) Feedback. CoRR (2023)
Hamze Muse, Sahan Bulathwela, Emine Yilmaz
Pre-training with Scientific Text Improves Educational Question Generation (Student Abstract). AAAI (2023)
Sahan Bulathwela, Hamze Muse, Emine Yilmaz
Scalable Educational Question Generation with Pre-trained Language Models. CoRR (2023)
Sahan Bulathwela, Hamze Muse, Emine Yilmaz
Scalable Educational Question Generation with Pre-trained Language Models. AIED (2023)
Yuxiang Qiu, Karim Djemili, Denis Elezi, Aaneel Shalman, María Pérez-Ortiz, Sahan Bulathwela
TrueLearn: A Python Library for Personalised Informational Recommendations with (Implicit) Feedback. ORSUM@RecSys (2023)
Wu Zekun, Sahan Bulathwela, Adriano Soares Koshiyama
Towards Auditing Large Language Models: Improving Text-based Stereotype Detection. CoRR (2023)
Hamze Muse, Sahan Bulathwela, Emine Yilmaz
Pre-Training With Scientific Text Improves Educational Question Generation. CoRR (2022)
Sahan Bulathwela, Meghana Verma, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments. CoRR (2022)
Tabish Ahmed, Sahan Bulathwela
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts. CoRR (2022)
Tabish Ahmed, Sahan Bulathwela
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts. CIKM Workshops (2022)
María Pérez-Ortiz, Sahan Bulathwela, Claire Dormann, Meghana Verma, Stefan Kreitmayer, Richard Noss, John Shawe-Taylor, Yvonne Rogers, Emine Yilmaz
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos? CoRR (2022)
María Pérez-Ortiz, Sahan Bulathwela, Claire Dormann, Meghana Verma, Stefan Kreitmayer, Richard Noss, John Shawe-Taylor, Yvonne Rogers, Emine Yilmaz
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos? CHIIR (2022)
Sahan Bulathwela, Meghana Verma, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments. EDM (2022)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems. CoRR (2021)
Sahan Bulathwela, María Pérez-Ortiz, Catherine Holloway, John Shawe-Taylor
Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution. CoRR (2021)
Sahan Bulathwela, María Pérez-Ortiz, Erik Novak, Emine Yilmaz, John Shawe-Taylor
PEEK: A Large Dataset of Learner Engagement with Educational Videos. CoRR (2021)
María Pérez-Ortiz, Claire Dormann, Yvonne Rogers, Sahan Bulathwela, Stefan Kreitmayer, Emine Yilmaz, Richard Noss, John Shawe-Taylor
X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI. IUI Companion (2021)
María Pérez-Ortiz, Erik Novak, Sahan Bulathwela, John Shawe-Taylor
An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All. CoRR (2021)
Sahan Bulathwela, María Pérez-Ortiz, Aldo Lipani, Emine Yilmaz, John Shawe-Taylor
Predicting Engagement in Video Lectures. CoRR (2020)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources. AAAI (2020)
Sahan Bulathwela, Stefan Kreitmayer, María Pérez-Ortiz
What's in it for me?: Augmenting Recommended Learning Resources with Navigable Annotations. IUI Companion (2020)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract). AAAI (2020)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement. CoRR (2020)
Sahan Bulathwela, María Pérez-Ortiz, Rishabh Mehrotra, Davor Orlic, Colin de la Higuera, John Shawe-Taylor, Emine Yilmaz
Report on the WSDM 2020 workshop on state-based user modelling (SUM'20). SIGIR Forum 54 (1) (2020)
Sahan Bulathwela, María Pérez-Ortiz, Aldo Lipani, Emine Yilmaz, John Shawe-Taylor
Predicting Engagement in Video Lectures. EDM (2020)
Sahan Bulathwela, María Pérez-Ortiz, Rishabh Mehrotra, Davor Orlic, Colin de la Higuera, John Shawe-Taylor, Emine Yilmaz
SUM'20: State-based User Modelling. WSDM (2020)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Towards an Integrative Educational Recommender for Lifelong Learners. CoRR (2019)
Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources. CoRR (2019)