Scholar
Nigel Collier
Google Scholar ID: ZMelBa0AAAAJ
Professor of Natural Language Processing, University of Cambridge
Natural language processing
Knowledge Graph
Multi-modal NLP
Text Mining
Global health
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Citations & Impact
All-time
Citations
7,979
H-index
48
i10-index
111
Publications
20
Co-authors
22
list available
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Publications
35 items
VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks
2026
Cited
0
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents
2026
Cited
0
AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment
2026
Cited
0
When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs
2026
Cited
0
Code Is More Than Text: Uncertainty Estimation for Code Generation
2026
Cited
0
Multi-agent AI systems outperform human teams in creativity
2026
Cited
0
Flexi-LoRA with Input-Adaptive Ranks: Efficient Finetuning for Speech and Reasoning Tasks
2026
Cited
0
Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models
2026
Cited
0
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Research Experience
Professor of Natural Language Processing at the University of Cambridge, co-leading the Language Technology Lab
Professorial Fellow at Murray Edwards College, University of Cambridge
Chief Scientist at Trismik, a spinout co-founded and launching in May 2025
EPSRC Experienced Researcher Fellowship at University of Cambridge (2015–2020)
Worked in Japan (1996–2012): Toshiba Fellow, postdoc at Tokyo University with Junichi Tsujii
Associate Professor at National Institute of Informatics, leading the NLP lab for 12 years
Returned to the UK on a Marie Curie Research Fellowship
Co-authors
16 total
Fangyu Liu
Research Scientist, Google DeepMind
Mohammad Taher Pilehvar
Cardiff University / TeIAS / Cambridge
Ehsan Shareghi
Monash University
Yixuan Su
Senior Research Scientist@Cohere
Junichi Tsujii
Artificial Intelligence Research Center, AIST
Anna Korhonen
Professor, Artificial Intelligence, University of Cambridge
Zaiqiao Meng
Lecturer at University of Glasgow, Affiliated Lecturer at University of Cambridge
Mike Conway
Senior Lecturer, University of Melbourne