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Samuel G. Rodriques

Samuel G. Rodriques has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Information retrieval & search; often with Andrew D. White, Sam Cox.

2 papers in our library · 2023–2024

OpenAlex · ORCID · Wikidata · h-index 16 · 44 works · 3,322 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 181 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #6804

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🤝Future House, Inc.San Francisco · United States2023–2026 · 13 paperscurrent🏢Edison Scientific Inc.San Francisco · United States2025–2026 · 3 paperscurrent🤝Institute for the FuturePalo Alto · United States2026 · 1 papercurrent🔬The Francis Crick InstituteLondon · United Kingdom2022–2025 · 15 papersEmployment · Group Leader🎓Massachusetts Institute of TechnologyCambridge · United States2016–2020 · 7 papers🔬MIT Media LabCambridge · United States2016–2020 · 5 papers🔬Broad InstituteCambridge · United States2019–2020 · 3 papers
🏛️FutureHouseSan Francisco · United StatesEmployment · CEO

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workInformation Systems · 1 workMolecular Biology · 1 work

🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. 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.
  2. LAB-Bench: Measuring Capabilities of Language Models for Biology Research (2024 · 62 citations)
    Most science benchmarks for LLMs test textbook-style recall, not the practical work researchers do every day. LAB-Bench, from FutureHouse, fills this gap for biology. It contains more than 2,400 multiple-choice questions covering:

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. PaperQA: Retrieval-Augmented Generative Agent for Scientific ResearcharXiv:2312.07559Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, et al.2023 · 109 citations
  2. LAB-Bench: Measuring Capabilities of Language Models for Biology ResearcharXiv:2407.10362Jon M. Laurent, Joseph D. Janizek, Michael Ruzo, et al.2024 · 62 citations
  3. BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology ↗arXiv:2503.00096 · no summary yetLudovico Mitchener et al.2025 · 29 citations
  4. Robin: A multi-agent system for automating scientific discovery ↗arXiv:2505.13400 · no summary yetAli Essam Ghareeb; Benjamin Chang; Ludovico Mitchener; Angela Yiu; Caralyn J. Szostkiewicz; Jon M. Laurent; Muhammed T. Razzak; Andrew D. White; Michaela M. Hinks;, Samuel G. Rodriques2025 · 22 citations
  5. Aviary: training language agents on challenging scientific tasks ↗arXiv:2412.21154 · no summary yetSiddharth Narayanan et al.2024 · 18 citations
  6. Training a Scientific Reasoning Model for Chemistry ↗arXiv:2506.17238 · no summary yetSiddharth M. Narayanan et al.2025 · 15 citations

 Co-authors here

2 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 181 times (of the 149,439 papers whose bibliographies we read); 38 citing papers with a page here →.

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