Gales, Mark

11 publications

UAI 2025 Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-Judge Yassir Fathullah, Mark Gales

NeurIPSW 2024 CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models Guangzhi Sun, Potsawee Manakul, Adian Liusie, Kunat Pipatanakul, Chao Zhang, Phil Woodland, Mark Gales

ICMLW 2024 LLM Task Interference: Impact of Task-Switch in Conversational History Akash Gupta, Ivaxi Sheth, Vyas Raina, Mark Gales, Mario Fritz

ICMLW 2023 Identifying Adversarially Attackable and Robust Samples Vyas Raina, Mark Gales

ICMLW 2023 Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems Vyas Raina, Mark Gales

NeurIPS 2021 Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets Max Ryabinin, Andrey Malinin, Mark Gales

ICLR 2021 Uncertainty Estimation in Autoregressive Structured Prediction Andrey Malinin, Mark Gales

ICLR 2020 Ensemble Distribution Distillation Andrey Malinin, Bruno Mlodozeniec, Mark Gales

NeurIPS 2019 Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness Andrey Malinin, Mark Gales

NeurIPS 2018 Predictive Uncertainty Estimation via Prior Networks Andrey Malinin, Mark Gales

NeurIPS 2001 Speech Recognition Using SVMs N. Smith, Mark Gales