Vatsal Raina

According to our database, Vatsal Raina authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

An Information-Theoretic Approach to Analyze NLP Classification Tasks.

Luran Wang, Mark J. F. Gales, Vatsal Raina

CoRR, 2024

2023

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

Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark J. F. Gales, Cristina Granziera, Henning Müller, Mara Graziani, Meritxell Bach Cuadra

CoRR, 2023

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

Asma Farajidizaji, Vatsal Raina, Mark J. F. Gales

CoRR, 2023

Analyzing Multiple-Choice Reading and Listening Comprehension Tests.

Vatsal Raina, Adian Liusie, Mark J. F. Gales

CoRR, 2023

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

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

CoRR, 2023

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

Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis.

Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Assessing Distractors in Multiple-Choice Tests.

Vatsal Raina, Adian Liusie, Mark J. F. Gales

Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023

CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models.

Potsawee Manakul, Yassir Fathullah, Adian Liusie, Vyas Raina, Vatsal Raina, Mark J. F. Gales

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

"World Knowledge" in Multiple Choice Reading Comprehension.

Adian Liusie, Vatsal Raina, Mark J. F. Gales

CoRR, 2022

Multiple-Choice Question Generation: Towards an Automated Assessment Framework.

Vatsal Raina, Mark J. F. Gales

CoRR, 2022

Shifts 2.0: Extending The Dataset of Real Distributional Shifts.

Andrey Malinin, Andreas Athanasopoulos, Muhamed Barakovic, Meritxell Bach Cuadra, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Nikolay Kartashev, Konstantinos Kyriakopoulos, Po-Jui Lu, Nataliia Molchanova, Antonis Nikitakis, Vatsal Raina, Francesco La Rosa, Eli Sivena, Vasileios Tsarsitalidis, Efi Tsompopoulou, Elena Volf

CoRR, 2022

Analyzing Biases to Spurious Correlations in Text Classification Tasks.

Adian Liusie, Vatsal Raina, Vyas Raina, Mark J. F. Gales

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension.

Vatsal Raina, Mark J. F. Gales

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks.

Andrey Malinin, Neil Band, Alexander Ganshin, German Chesnokov, Yarin Gal, Mark J. F. Gales, Alexey Noskov, Andrey Ploskonosov, Liudmila Prokhorenkova, Ivan Provilkov, Vatsal Raina, Vyas Raina, Mariya Shmatova, Panos Tigas, Boris Yangel

CoRR, 2021

An Initial Investigation of Non-Native Spoken Question-Answering.

Vatsal Raina, Mark J. F. Gales

CoRR, 2021

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks.

Andrey Malinin, Neil Band, Yarin Gal, Mark J. F. Gales, Alexander Ganshin, German Chesnokov, Alexey Noskov, Andrey Ploskonosov, Liudmila Prokhorenkova, Ivan Provilkov, Vatsal Raina, Vyas Raina, Denis Roginskiy, Mariya Shmatova, Panagiotis Tigas, Boris Yangel

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Complementary Systems for Off-Topic Spoken Response Detection.

Vatsal Raina, Mark J. F. Gales, Kate Knill

Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020