Universal Adversarial Attacks on Spoken Language Assessment Systems. - Vyas Raina; Mark J. F. Gales; Kate M. Knill (INTERSPEECH, 2020)

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; et al. (NeurIPS Datasets and Benchmarks, 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; et al. (CoRR, 2021)

Analyzing Biases to Spurious Correlations in Text Classification Tasks. - Adian Liusie; Vatsal Raina; Vyas Raina; Mark J. F. Gales (AACL/IJCNLP (2), 2022)

Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? - Vyas Raina; Yiting Lu; Mark J. F. Gales (AACL/IJCNLP (1), 2022)

Residue-Based Natural Language Adversarial Attack Detection. - Vyas Raina; Mark J. F. Gales (NAACL-HLT, 2022)

Gender Bias and Universal Substitution Adversarial Attacks on Grammatical Error Correction Systems for Automated Assessment. - Vyas Raina; Mark J. F. Gales (CoRR, 2022)

L2 proficiency assessment using self-supervised speech representations. - Stefano Bannò; Kate M. Knill; Marco Matassoni; Vyas Raina; Mark J. F. Gales (CoRR, 2022)

CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models. - Potsawee Manakul; Yassir Fathullah; Adian Liusie; Vyas Raina; Vatsal Raina; Mark J. F. Gales (BioNLP@ACL, 2023)

Minimum Bayes' Risk Decoding for System Combination of Grammatical Error Correction Systems. - Vyas Raina; Mark J. F. Gales (IJCNLP (2), 2023)

Assessment of L2 Oral Proficiency Using Self-Supervised Speech Representation Learning. - Stefano Bannò; Katherine M. Knill; Marco Matassoni; Vyas Raina; Mark J. F. Gales (SLaTE, 2023)

Identifying Adversarially Attackable and Robust Samples. - Vyas Raina; Mark J. F. Gales (CoRR, 2023)

Rewarding Chatbots for Real-World Engagement with Millions of Users. - Robert Irvine; Douglas Boubert; Vyas Raina; Adian Liusie; Ziyi Zhu; Vineet Mudupalli; Aliaksei Korshuk; Zongyi Liu; Fritz Cremer; Valentin Assassi; Christie-Carol Beauchamp; Xiaoding Lu; et al. (CoRR, 2023)

Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems. - Vyas Raina; Mark J. F. Gales (CoRR, 2023)

Sample Attackability in Natural Language Adversarial Attacks. - Vyas Raina; Mark J. F. Gales (CoRR, 2023)

Extreme Miscalibration and the Illusion of Adversarial Robustness. - Vyas Raina; Samson Tan; Volkan Cevher; Aditya Rawal; Sheng Zha; George Karypis (ACL (1), 2024)

LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History. - Akash Gupta; Ivaxi Sheth; Vyas Raina; Mark J. F. Gales; Mario Fritz (EMNLP, 2024)

Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment. - Vyas Raina; Adian Liusie; Mark J. F. Gales (EMNLP, 2024)

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models. - Vyas Raina; Rao Ma; Charles McGhee; Kate M. Knill; Mark J. F. Gales (EMNLP, 2024)

Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Multi-Task Automatic Speech Recognition Models. - Vyas Raina; Mark J. F. Gales (SLT, 2024)

Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM. - Xiaoding Lu; Zongyi Liu; Adian Liusie; Vyas Raina; Vineet Mudupalli; Yuwen Zhang; William Beauchamp (CoRR, 2024)

Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models. - Vyas Raina; Mark J. F. Gales (CoRR, 2024)

ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models. - Jonathan Roberts 004; Mohammad Reza Taesiri; Ansh Sharma; Akash Gupta; Samuel Roberts; Ioana Croitoru; Simion-Vlad Bogolin; Jialu Tang; Florian Langer; Vyas Raina; Vatsal Raina; Hanyi Xiong; et al. (CoRR, 2025)

Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs. - Rao Ma; Mengjie Qian 001; Vyas Raina; Mark J. F. Gales; Kate M. Knill (CoRR, 2025)