Tom Stafford
Tom Stafford has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Andreas Vlachos, Caiqi Zhang, Nigel Collier.
OpenAlex · ORCID · Wikidata · h-index 27 · 212 works · 3,176 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #10034
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPhysics and Astronomy · 1 workStatistical and Nonlinear Physics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Conformity in Large Language Models (2025 · 18 citations)
LLMs increasingly serve as conversational partners and as members of multi-agent ensembles. A tendency to side with a majority, even a wrong one, can therefore undermine their usefulness. The authors adapt the classic Asch conformity paradigm to LLMs. In a scripted dialogue, the model answers a question last, after… - Demystifying Multi-Agent Debate: The Role of Confidence and Diversity (2026 · 6 citations)
Multi-agent debate (MAD) is a popular test-time scaling technique for LLMs, but its standard form often does no better than a plain majority vote while costing more.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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