Nigel Collier
- Papers
- 18
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Authored papers
18Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models
arXiv 2026
Confidence Estimation for LLMs in Multi-turn Interactions
arXiv 2026
ReasonGraph: Visualisation of Reasoning Paths
arXiv 2025
iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News
arXiv 2025
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
arXiv 2024
Can LLM be a Personalized Judge?
arXiv 2024
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
arXiv 2024
LoGU: Long-form Generation with Uncertainty Expressions
arXiv 2024
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
arXiv 2024
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models
arXiv 2023
POSQA: Probe the World Models of LLMs with Size Comparisons
arXiv 2023
Visual Spatial Reasoning
arXiv 2022
A Contrastive Framework for Neural Text Generation
arXiv 2022
Contrastive Search Is What You Need For Neural Text Generation
arXiv 2022
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
EMNLP 2021 11
COMETA: A Corpus for Medical Entity Linking in the Social Media
EMNLP 2020 11
Self-Alignment Pretraining for Biomedical Entity Representations
NAACL 2021 4
A Pragmatic Guide to Geoparsing Evaluation
arXiv 2018
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