--- title: "Samuel G. Rodriques — author profile and papers in our library" description: "Samuel G. Rodriques, Institute for the Future: 2 papers on Elamur Research (2023–2024), h-index 16 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/samuel-g-rodriques/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/samuel-g-rodriques/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Samuel G. Rodriques # Samuel G. Rodriques Samuel G. Rodriques has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Andrew D. White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/), [Sam Cox](https://md.research.elamur.ai/free/en/authors/sam-cox/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5061828831) · [ORCID](https://orcid.org/0000-0002-2509-0861) · [Wikidata](https://www.wikidata.org/wiki/Q90462591) · [**h-index 16**](https://openalex.org/authors/A5061828831) · [44 works](https://openalex.org/works?filter=author.id:A5061828831) · [3,322 citations](https://openalex.org/works?filter=author.id:A5061828831&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/#papers) · [🔗 Cited 181 times in our library](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6804](https://md.research.elamur.ai/free/en/paper-stars/page/69/#star-6804) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Samuel+G.+Rodriques) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Samuel+G.+Rodriques) · [dblp](https://dblp.org/search?q=Samuel+G.+Rodriques) · [ACL Anthology](https://aclanthology.org/search/?q=Samuel+G.+Rodriques) ## Affiliations [🤝**Future House, Inc.** San Francisco · United States 2023–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/ngos/future-house-inc/) · [🏢**Edison Scientific Inc.** San Francisco · United States 2025–2026 · 3 papers*current*](https://ror.org/01p9amb16) · [🤝**Institute for the Future** Palo Alto · United States 2026 · 1 paper*current*](https://ror.org/049tcsg76) · [🔬**The Francis Crick Institute** London · United Kingdom 2022–2025 · 15 papersEmployment · Group Leader](https://md.research.elamur.ai/free/en/labs/the-francis-crick-institute/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2016–2020 · 7 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🔬**MIT Media Lab** Cambridge · United States 2016–2020 · 5 papers](https://md.research.elamur.ai/free/en/labs/mit-media-lab/) · [🔬**Broad Institute** Cambridge · United States 2019–2020 · 3 papers](https://md.research.elamur.ai/free/en/labs/broad-institute/) 🏛️**FutureHouse** San Francisco · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) Employment · 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 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[PaperQA: Retrieval-Augmented Generative Agent for Scientific Research](https://md.research.elamur.ai/free/en/papers/lala-2023-paperqa-retrieval-augmented-generative/)** *(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](https://md.research.elamur.ai/free/en/papers/laurent-2024-lab-bench-measuring-capabilities/)** *(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 Research arXiv:2312.07559**Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, et al.*2023 · 109 citations*](https://md.research.elamur.ai/free/en/papers/lala-2023-paperqa-retrieval-augmented-generative/) 2. [**LAB-Bench: Measuring Capabilities of Language Models for Biology Research arXiv:2407.10362**Jon M. Laurent, Joseph D. Janizek, Michael Ruzo, et al.*2024 · 62 citations*](https://md.research.elamur.ai/free/en/papers/laurent-2024-lab-bench-measuring-capabilities/) 3. **[BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology ↗](https://arxiv.org/abs/2503.00096) arXiv:2503.00096 · no summary yet**Ludovico Mitchener et al.*2025 · 29 citations* 4. **[Robin: A multi-agent system for automating scientific discovery ↗](https://arxiv.org/abs/2505.13400) arXiv:2505.13400 · no summary yet**Ali 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. Rodriques*2025 · 22 citations* 5. **[Aviary: training language agents on challenging scientific tasks ↗](https://arxiv.org/abs/2412.21154) arXiv:2412.21154 · no summary yet**Siddharth Narayanan et al.*2024 · 18 citations* 6. **[Training a Scientific Reasoning Model for Chemistry ↗](https://arxiv.org/abs/2506.17238) arXiv:2506.17238 · no summary yet**Siddharth M. Narayanan et al.*2025 · 15 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Andrew D. White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/) ×2 - [Sam Cox](https://md.research.elamur.ai/free/en/authors/sam-cox/) ## 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 →](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/cited-by/). Updated 2 November 2026