Sam Cox
Sam Cox has 2 papers in our library, in 2023, most of them on Language models & pretraining, Information retrieval & search; often with Andrew D White, Samuel G. Rodriques.
OpenAlex · ORCID · h-index 9 · 17 works · 1,371 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 159 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5390
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksMaterials Science · 1 workArts and Humanities · 1 workComputational Theory and Mathematics · 1 workMaterials Chemistry · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- ChemCrow: Augmenting large-language models with chemistry tools (2023 · 211 citations)
General-purpose LLMs such as GPT-4 often fail at chemistry. They cannot reliably convert IUPAC names into structures, and they have no access to specialised software or databases. Meanwhile, many strong computational chemistry tools exist, but non-programmers find them hard to combine. ChemCrow addresses both… - PaperQA: Retrieval-Augmented Generative Agent for Scientific Research (2023 · 109 citations)
Scientific literature grows faster than researchers can read it, and plain LLMs answering science questions tend to invent facts, give no traceable sources, and know nothing published after their training cutoff.
All works
- ChemCrow: Augmenting large-language models with chemistry toolsarXiv:2304.05376Andres M Bran, Sam Cox, Oliver Schilter, et al.2023 · 211 citations
- PaperQA: Retrieval-Augmented Generative Agent for Scientific ResearcharXiv:2312.07559Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, et al.2023 · 109 citations
- Aviary: training language agents on challenging scientific tasks ↗arXiv:2412.21154 · no summary yetSiddharth Narayanan et al.2024 · 18 citations
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