Elizabeth Daly

Computer Science · Physical Sciences

18h-index2.6kcitations143works1.32yr avg
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Research Topics

Recommender Systems and Techniques(16), Topic Modeling(13), Explainable Artificial Intelligence (XAI)(13), Complex Network Analysis Techniques(12), Human Mobility and Location-Based Analysis(10)

Publications143 total

Shapelets-Enriched Selective Forecasting using Time Series Foundation Models
arXiv (Cornell University)·2026Open Access
Shapelets-Enriched Selective Forecasting using Time Series Foundation Models
ArXiv.org·2026Open Access
Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation
arXiv (Cornell University)·2025Open Access
Generate, Evaluate, Iterate: Synthetic Data for Human-in-the-Loop Refinement of LLM Judges
arXiv (Cornell University)·2025Open Access
Who Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment
arXiv (Cornell University)·2025Open Access
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
Frontiers in artificial intelligence and applications·2025Open Access
Localizing Persona Representations in LLMs
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025Open Access
Interpreting LLM-as-a-Judge Policies via Verifiable Global Explanations
arXiv (Cornell University)·2025Open Access
EvalAssist: Insights on Task-Specific Evaluations and AI-Assisted Judgment Strategy Preferences
2025Open Access
AutoFairML: An Automated Middleware for Fairness Auditing in Real-world AI Pipelines
2025
GAF-Guard: An Agentic Framework for Risk Management and Governance in Large Language Models
arXiv (Cornell University)·2025Open Access
Humble AI in the real-world: the case of algorithmic hiring
2025Open Access
Humble AI in the real-world: the case of algorithmic hiring
arXiv (Cornell University)·2025Open Access
EvalAssist: LLM-as-a-Judge Simplified
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 2 citedOpen Access
Usage Governance Advisor: From Intent to AI Governance
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
arXiv (Cornell University)·2025Open Access
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
2025Open Access
Granite Guardian: Comprehensive LLM Safeguarding
2025· 2 citedOpen Access
Evaluating the Prompt Steerability of Large Language Models
2025· 1 citedOpen Access
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Frequent Co-authors

Öznur Alkan(10), Massimiliano Mattetti(5), Rahul Nair(5), Werner Geyer(5), Adi Botea(5), Philipp Geyer(4), David R. Millen(4), Inge Vejsbjerg(4), Chris Dainty(4), Mads Haahr(3), Eugénie Dalimier(3), Owen Cornec(3), Spyros Kotoulas(3), Akihiro Kishimoto(3), Radu Marinescu(3), Abel N. Valente(3), Dennis Wei(3), Freddy Lécué(2), Veli Biçer(2), Christopher Dainty(2)