--- title: "Rebecca Qian — author profile and papers — Elamur Research" description: "Rebecca Qian: 2 papers on Elamur Research (2023–2025), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/rebecca-qian/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rebecca-qian/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rebecca Qian # Rebecca Qian Rebecca Qian has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Anand Kannappan](https://md.research.elamur.ai/free/en/authors/anand-kannappan/), [Bertie Vidgen](https://md.research.elamur.ai/free/en/authors/bertie-vidgen/), [Hannah Rose Kirk](https://md.research.elamur.ai/free/en/authors/hannah-rose-kirk/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5014742037) · [**h-index 6**](https://openalex.org/authors/A5014742037) · [24 works](https://openalex.org/works?filter=author.id:A5014742037) · [198 citations](https://openalex.org/works?filter=author.id:A5014742037&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/rebecca-qian/#papers) · [🔗 Cited 102 times in our library](https://md.research.elamur.ai/free/en/authors/rebecca-qian/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9598](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9598) 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=Rebecca+Qian) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rebecca+Qian) · [dblp](https://dblp.org/search?q=Rebecca+Qian) · [ACL Anthology](https://aclanthology.org/search/?q=Rebecca+Qian) ## Affiliations [🏢**Meta** Menlo Park · United States 2019–2022 · 8 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Stanford University** Stanford · United States 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 4 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/rebecca-qian/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/rebecca-qian/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models](https://md.research.elamur.ai/free/en/papers/vidgen-2023-simplesafetytests-test-suite-identifying-critical/)** *(2023 · 42 citations)* Large language models that lack proper safeguards can comply with clearly harmful requests, such as giving bomb-making guidance or encouraging self-harm. 2. **[TRAIL: Trace Reasoning and Agentic Issue Localization](https://md.research.elamur.ai/free/en/papers/deshpande-2025-trail-trace-reasoning-agentic-issue/)** *(2025 · 12 citations)* Agentic LLM systems produce long, structured execution logs, and diagnosing what went wrong inside them is still mostly done by hand by domain experts. ## All works 4 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. **[Perturbation Augmentation for Fairer NLP ↗](https://aclanthology.org/2022.emnlp-main.646/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Rebecca Qian et al.*2022 · 117 citations* 2. [**SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models arXiv:2311.08370**Bertie Vidgen, Nino Scherrer, Hannah Rose Kirk, et al.*2023 · 42 citations*](https://md.research.elamur.ai/free/en/papers/vidgen-2023-simplesafetytests-test-suite-identifying-critical/) 3. [**TRAIL: Trace Reasoning and Agentic Issue Localization arXiv:2505.08638**Darshan Deshpande, Varun Gangal, Hersh Mehta, et al.*2025 · 12 citations*](https://md.research.elamur.ai/free/en/papers/deshpande-2025-trail-trace-reasoning-agentic-issue/) 4. **[droidlet: modular, heterogenous, multi-modal agents ↗](https://doi.org/10.1109/icra48506.2021.9561446) Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yet**Anurag Pratik et al.*2021 · 1 citation* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Anand Kannappan](https://md.research.elamur.ai/free/en/authors/anand-kannappan/) ×2 - [Bertie Vidgen](https://md.research.elamur.ai/free/en/authors/bertie-vidgen/) - [Hannah Rose Kirk](https://md.research.elamur.ai/free/en/authors/hannah-rose-kirk/) - [Nino Scherrer](https://md.research.elamur.ai/free/en/authors/nino-scherrer/) - [Paul Rottger](https://md.research.elamur.ai/free/en/authors/paul-rottger/) - [Scott A. Hale](https://md.research.elamur.ai/free/en/authors/scott-a-hale/) - [Varun Gangal](https://md.research.elamur.ai/free/en/authors/varun-gangal/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings - IEEE International Conference on Robotics and Automation/Proceedings - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 102 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rebecca-qian/cited-by/). Updated 3 November 2026