Andrea Vallone
Andrea Vallone has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Jason Wei, Alec Helyar, Alex Beutel.
OpenAlex · h-index 5 · 6 works · 284 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3,447 times in our library · ⭐ Paper Stars ranking: #4548
Affiliations
Concepts, shelves and topics
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksBias, fairness & safety · 1 workReasoning · 1 work
Works by year
2020s
Papers
- HealthBench: Evaluating Large Language Models Towards Improved Human Health (2025 · 115 citations)
Most medical benchmarks for LLMs use multiple-choice or short-answer questions. These capture little of how people actually seek health help, are rarely checked against expert judgment, and are often close to saturated. HealthBench, from OpenAI, addresses this with 5,000 realistic single- and multi-turn health… - Deliberative Alignment: Reasoning Enables Safer Language Models (2024 · 109 citations)
Conventional safety training (SFT, RLHF) has two weaknesses. LLMs answer instantly without deliberating, and they infer safety rules only indirectly from labeled examples. As a result, they can be jailbroken yet still refuse harmless requests. OpenAI researchers propose Deliberative Alignment, which teaches the model…
Co-authors here
- Jason Wei ×2
- Alec Helyar
- Alex Beutel
- Boaz Barak
- Eric Wallace
- Hyung Won Chung
- Johannes Heidecke
- Karan Singhal
- Manas Joglekar
- Rahul K. Arora
Cited by
Updated
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