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Sarah Chen

University of Oxford, Department of Experimental Psychology

Research summary

Cognitive scientist studying judgment and decision-making, with a focus on how AI systems and large language models reason under uncertainty.

Interests

Causal InferenceLLM ReasoningDecision Making

Active projects

llm-reasoning

How large language models reason under uncertainty

decision-making

Anchoring and bias in expert judgment

Key publications

  • Structural approaches to causal reasoning in neural networks (Nature, 2024)
  • Anchoring effects in expert vs. novice judgment (Psych. Science, 2023)

Following

R. Williams, T. Nakamura, M. Hernandez, and 8 others

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Sarah's sources

arXiv

cs.AIcs.CLcs.HC

Preprints

bioRxivPsyArXivOSF Preprints

Journals

NatureSciencePsychological SciencePNASCognitionJ. Experimental Psychology+12 more

Elodin scores every new paper against your interests, projects, and research profile.

91

Causal Inference in Large Language Models: A Structural Approach

Zhang, L., Hernandez, M., & Park, S. · arXiv

Dimension scores

Topical Fit
9.4
Author Signal
7.2
Venue Quality
6.0
Novelty
9.0
Rigor
8.5

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Sarah's Daily Papers · Feb 14, 2026

1,247 papers scanned · 12 selected · 3 projects matched

91

Causal Inference in Large Language Models: A Structural Approach

Zhang, L., Hernandez, M., & Park, S. · arXiv

Proposes a structural causal framework for evaluating reasoning in language models, with experiments on three benchmark datasets.

llm-reasoning
84

Pre-registered Replication of Anchoring Effects in Expert Judgment

Williams, R. & Okafor, A. · Psychological Science

A large-sample pre-registered replication that largely confirms anchoring effects among domain experts.

decision-making★ Following: R. Williams
78

Network Dynamics of Scientific Collaboration Across Disciplines

Chen, W., Dubois, P., & Nakamura, T. · Nature Human Behaviour

Maps collaboration networks across 15 disciplines, finding that interdisciplinary bridges predict long-term citation impact.

+ 9 more papers in full digest

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Your Library

47 papers
Search by title, author, or venue...

Causal Inference in Large Language Models: A Structural Approach

Zhang, L., Hernandez, M., & Park, S. · arXiv · 2026

llm-reasoning

Pre-registered Replication of Anchoring Effects in Expert Judgment

Williams, R. & Okafor, A. · Psychological Science · 2026

decision-making

Network Dynamics of Scientific Collaboration Across Disciplines

Chen, W., Dubois, P., & Nakamura, T. · Nature Human Behaviour · 2025

Bayesian Optimization for Experimental Design in Cognitive Science

Patel, A. & Kim, J. · Cognitive Science · 2026

decision-makingmethods
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