Collier, Nigel

12 publications

ICML 2025 Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulić, Nigel Collier

NeurIPS 2025 PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning Zongqian Li, Yixuan Su, Nigel Collier

AAAI 2024 BAND: Biomedical Alert News Dataset Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David L. Buckeridge, Nigel Collier

ICLRW 2024 Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu

TMLR 2023 Contrastive Search Is What You Need for Neural Text Generation Yixuan Su, Nigel Collier

AAAI 2023 On the Effectiveness of Parameter-Efficient Fine-Tuning Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier

NeurIPS 2023 Repetition in Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su

NeurIPS 2022 A Contrastive Framework for Neural Text Generation Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier

AAAI 2021 Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier

NeurIPSW 2021 Visually Grounded Reasoning Across Languages and Cultures Fangyu Liu, Emanuele Bugliarello, Edoardo Ponti, Siva Reddy, Nigel Collier, Desmond Elliott

AAAI 2019 Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier

IJCAI 1997 Convergence Time Characteristics of an Associative Memory for Natural Language Processing Nigel Collier