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Vatsal Raina

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An Information-Theoretic Approach to Analyze NLP Classification Tasks

Feb 01, 2024
Luran Wang, Mark Gales, Vatsal Raina

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Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation

Nov 15, 2023
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark Gales, Cristina Granziera, Henning Muller, Mara Graziani, Meritxell Bach Cuadra

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Assessing Distractors in Multiple-Choice Tests

Nov 08, 2023
Vatsal Raina, Adian Liusie, Mark Gales

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Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models

Sep 22, 2023
Asma Farajidizaji, Vatsal Raina, Mark Gales

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Analyzing Multiple-Choice Reading and Listening Comprehension Tests

Jul 03, 2023
Vatsal Raina, Adian Liusie, Mark Gales

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CamChoice: A Corpus of Multiple Choice Questions and Candidate Response Distributions

Jun 22, 2023
Adian Liusie, Vatsal Raina, Andrew Mullooly, Kate Knill, Mark J. F. Gales

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CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models

Jun 08, 2023
Potsawee Manakul, Yassir Fathullah, Adian Liusie, Vyas Raina, Vatsal Raina, Mark Gales

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Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

Feb 10, 2023
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Muller, Meritxell Bach Cuadra, Mark Gales

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"World Knowledge" in Multiple Choice Reading Comprehension

Nov 13, 2022
Adian Liusie, Vatsal Raina, Mark Gales

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Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

Nov 11, 2022
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Muller, Mark Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra

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