Santiago Miret
Santiago Miret has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Question answering.
OpenAlex · ORCID · h-index 15 · 71 works · 877 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #10526
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksMaterials Chemistry · 1 workMaterials Science · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksQuestion answering · 1 work
Works by year
2020s
Papers
- Are LLMs Ready for Real-World Materials Discovery? (2024 · 29 citations)
This perspective paper asks why large language models are still not dependable tools for materials science, even as they gain traction in chemistry and biology. - A Binary Problem in Binary QA: Diverse LLMs or Diverse Question Interpretations? That Is the Ensembling Question (2026)
LLM ensembles are meant to improve robustness by combining members that fail in different ways. In practice, independently developed models often make the same mistakes. This paper asks where that diversity should come from in yes/no question answering: from several different LLMs, or from one LLM answering several…
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