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Vatsal Raina
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Shifts: A dataset of real distributional shift across multiple large-scale tasks
A Malinin, N Band, G Chesnokov, Y Gal, MJF Gales, A Noskov, ...
Advances in Neural Information Processing Systems (NeurIPS), Datasets and …, 2021
1952021
Multiple-choice question generation: Towards an automated assessment framework
V Raina, M Gales
arXiv preprint arXiv:2209.11830, 2022
502022
Shifts 2.0: Extending the dataset of real distributional shifts
A Malinin, A Athanasopoulos, M Barakovic, MB Cuadra, MJF Gales, ...
arXiv preprint arXiv:2206.15407, 2022
422022
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons
A Liusie, V Raina, Y Fathullah, M Gales
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
272024
Is it possible to modify text to a target readability level? an initial investigation using zero-shot large language models
A Farajidizaji, V Raina, M Gales
Proceedings of the 2024 Joint International Conference on Computational …, 2023
272023
Tackling bias in the dice similarity coefficient: Introducing nDSC for white matter lesion segmentation
V Raina, N Molchanova, M Graziani, A Malinin, H Muller, MB Cuadra, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
262023
Answer uncertainty and unanswerability in multiple-choice machine reading comprehension
V Raina, M Gales
Findings of the Association for Computational Linguistics: ACL 2022, 1020-1034, 2022
232022
Question-Based Retrieval using Atomic Units for Enterprise RAG
V Raina, M Gales
Proceedings of the Seventh Fact Extraction and VERification Workshop (FEVER …, 2024
212024
Zerobench: An impossible visual benchmark for contemporary large multimodal models
J Roberts, MR Taesiri, A Sharma, A Gupta, S Roberts, I Croitoru, ...
arXiv preprint arXiv:2502.09696, 2025
202025
Analyzing biases to spurious correlations in text classification tasks
A Liusie, V Raina, V Raina, M Gales
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the …, 2022
182022
The cambridge multiple-choice questions reading dataset
A Mullooly, Ø Andersen, L Benedetto, P Buttery, A Caines, MJF Gales, ...
Cambridge University Press and Assessment, 2023
152023
CUED at ProbSum 2023: Hierarchical ensemble of summarization models
P Manakul, Y Fathullah, A Liusie, V Raina, V Raina, M Gales
BioNLP Workshop at Association for Computational Linguistics (ACL), 2023
142023
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis
N Molchanova, V Raina, A Malinin, F La Rosa, H Muller, M Gales, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
112023
Complementary systems for off-topic spoken response detection
V Raina, M Gales, K Knill
Proceedings of the fifteenth workshop on innovative use of NLP for building …, 2020
112020
Structural-based uncertainty in deep learning across anatomical scales: Analysis in white matter lesion segmentation
N Molchanova, V Raina, A Malinin, F La Rosa, A Depeursinge, M Gales, ...
Computers in biology and medicine 184, 109336, 2025
72025
Analysis of the cambridge multiple-choice questions reading dataset with a focus on candidate response distribution
A Liusie, V Raina, A Mullooly, K Knill, MJF Gales
arXiv preprint arXiv:2306.13047, 2023
72023
Question difficulty ranking for multiple-choice reading comprehension
V Raina, M Gales
arXiv preprint arXiv:2404.10704, 2024
62024
ZeroBench: An impossible visual benchmark for contemporary large multimodal models, 2025
J Roberts, MR Taesiri, A Sharma, A Gupta, S Roberts, I Croitoru, ...
URL https://arxiv. org/abs/2502.09696, 0
5
Analyzing Multiple-Choice Reading and Listening Comprehension Tests
V Raina, A Liusie, M Gales
9th Workshop on Speech and Language Technology in Education (SLaTE) at …, 2023
42023
Erate: efficient retrieval augmented text embeddings
V Raina, N Kassner, K Popat, P Lewis, N Cancedda, L Martin
Proceedings of the Fourth Workshop on Insights from Negative Results in NLP …, 2023
42023
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