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Integrated Weak Learning



Peter Hayes , Mingtian Zhang , Raza Habib , Jordan Burgess , Emine Yilmaz , David Barber

* 14 pages, 4 figures 

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Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking



Yue Feng , Aldo Lipani , Fanghua Ye , Qiang Zhang , Emine Yilmaz

* Accepted by ACL 2022 

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ASSIST: Towards Label Noise-Robust Dialogue State Tracking



Fanghua Ye , Yue Feng , Emine Yilmaz

* Findings of ACL 2022, 13 pages 

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Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?



Maria Perez-Ortiz , Sahan Bulathwela , Claire Dormann , Meghana Verma , Stefan Kreitmayer , Richard Noss , John Shawe-Taylor , Yvonne Rogers , Emine Yilmaz

* Published at the ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR'22) 

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Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems



Sahan Bulathwela , María Pérez-Ortiz , Emine Yilmaz , John Shawe-Taylor

* Presented at the First International Workshop on Joint Use of Probabilistic Graphical Models and Ontology at Conference on Knowledge Graph and Semantic Web 2021 

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Towards More Accountable Search Engines: Online Evaluation of Representation Bias



Aldo Lipani , Florina Piroi , Emine Yilmaz


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Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations



Fangyu Liu , Yunlong Jiao , Jordan Massiah , Emine Yilmaz , Serhii Havrylov

* 16 pages 

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Sample Efficient Model Evaluation



Emine Yilmaz , Peter Hayes , Raza Habib , Jordan Burgess , David Barber


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PEEK: A Large Dataset of Learner Engagement with Educational Videos



Sahan Bulathwela , Maria Perez-Ortiz , Erik Novak , Emine Yilmaz , John Shawe-Taylor

* To be published at ORSUM '21: 4th Workshop on Online Recommender Systems and User Modeling at ACM RecSys 2021 

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