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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, ...
arXiv preprint arXiv:2107.07455, 2021
1122021
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
172022
Multiple-choice question generation: Towards an automated assessment framework
V Raina, M Gales
arXiv preprint arXiv:2209.11830, 2022
152022
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
142022
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
102022
Cued at probsum 2023: Hierarchical ensemble of summarization models
P Manakul, Y Fathullah, A Liusie, V Raina, V Raina, M Gales
arXiv preprint arXiv:2306.05317, 2023
72023
Complementary systems for off-topic spoken response detection
V Raina, MJF Gales, K Knill
Association for Computational Linguistics, 2020
52020
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
42023
World Knowledge in Multiple Choice Reading Comprehension
A Liusie, V Raina, M Gales
arXiv preprint arXiv:2211.07040, 2022
42022
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
32023
The Cambridge Multiple-Choice Questions Reading Dataset
A Mullooly, Ĝ Andersen, L Benedetto, P Buttery, A Caines, MJF Gales, ...
Cambridge University Press and Assessment, 2023
22023
An initial investigation of non-native spoken question-answering
V Raina, MJF Gales
arXiv preprint arXiv:2107.04691, 2021
22021
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
arXiv preprint arXiv:2309.12551, 2023
12023
Analyzing Multiple-Choice Reading and Listening Comprehension Tests
V Raina, A Liusie, M Gales
arXiv preprint arXiv:2307.01076, 2023
12023
Camchoice: A corpus of multiple choice questions and candidate response distributions
A Liusie, V Raina, A Mullooly, K Knill, MJF Gales
arXiv preprint arXiv:2306.13047, 2023
12023
ERATE: Efficient Retrieval Augmented Text Embeddings
V Raina, N Kassner, K Popat, P Lewis, N Cancedda, L Martin
The Fourth Workshop on Insights from Negative Results in NLP, 11-18, 2023
12023
An Information-Theoretic Approach to Analyze NLP Classification Tasks
L Wang, M Gales, V Raina
arXiv preprint arXiv:2402.00978, 2024
2024
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, ...
arXiv preprint arXiv:2311.08931, 2023
2023
Assessing Distractors in Multiple-Choice Tests
V Raina, A Liusie, M Gales
arXiv preprint arXiv:2311.04554, 2023
2023
The Normalised Dice Similarity Coefficient for Multiple Sclerosis: tackling lesion load biases in white matter and cortical lesion segmentation
V Raina, N Molchanova, M Graziani, A Malinin, PJ Lu, M Weigel, H Muller, ...
MULTIPLE SCLEROSIS JOURNAL 29, 925-926, 2023
2023
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