--- title: "Corby Rosset — author profile and papers — Elamur Research" description: "Corby Rosset, Microsoft: 2 papers on Elamur Research (2024), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/corby-rosset/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/corby-rosset/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Corby Rosset # Corby Rosset Corby Rosset has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ahmed Hassan Awadallah](https://md.research.elamur.ai/free/en/authors/ahmed-hassan-awadallah/), [Arindam Mitra](https://md.research.elamur.ai/free/en/authors/arindam-mitra/), [Benjamin Van Durme](https://md.research.elamur.ai/free/en/authors/benjamin-van-durme/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5026219235) · [ORCID](https://orcid.org/0000-0001-9167-6214) · [Wikidata](https://www.wikidata.org/wiki/Q130805837) · [**h-index 11**](https://openalex.org/authors/A5026219235) · [30 works](https://openalex.org/works?filter=author.id:A5026219235) · [633 citations](https://openalex.org/works?filter=author.id:A5026219235&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/corby-rosset/#papers) · [🔗 Cited 1,330 times in our library](https://md.research.elamur.ai/free/en/authors/corby-rosset/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5696](https://md.research.elamur.ai/free/en/paper-stars/page/57/#star-5696) 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=Corby+Rosset) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Corby+Rosset) · [dblp](https://dblp.org/search?q=Corby+Rosset) · [ACL Anthology](https://aclanthology.org/search/?q=Corby+Rosset) ## Affiliations [🏢**Microsoft** Redmond · United States 2018–2026 · 20 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Applied Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/applied-mathematics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/corby-rosset/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Orca-Math: Unlocking the potential of SLMs in Grade School Math](https://md.research.elamur.ai/free/en/papers/mitra-2024-orca-math-unlocking-potential-slms/)** *(2024 · 111 citations)* Small language models usually need extra help to score well on the GSM8K grade-school math benchmark. Common approaches are generating code, calling external tools, or sampling dozens of answers and using a verifier to choose one, and all of these make inference more expensive. Orca-Math shows that a 7B model… 2. **[LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts](https://md.research.elamur.ai/free/en/papers/hashemi-2024-llm-rubric-multidimensional-calibrated-approach/)** *(2024 · 88 citations)* Using LLMs as automatic judges of text is cheap and scalable, but their ratings often diverge from human ones. ## 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. [**Orca-Math: Unlocking the potential of SLMs in Grade School Math arXiv:2402.14830**Arindam Mitra, Hamed Khanpour, Corby Rosset, et al.*2024 · 111 citations*](https://md.research.elamur.ai/free/en/papers/mitra-2024-orca-math-unlocking-potential-slms/) 2. **[LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts](https://md.research.elamur.ai/free/en/papers/hashemi-2024-llm-rubric-multidimensional-calibrated-approach/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Helia Hashemi, Jason Eisner, Corby Rosset, et al.*2024 · 88 citations* 3. **[Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences ↗](https://arxiv.org/abs/2404.03715) arXiv:2404.03715 · no summary yet**Corby Rosset et al.*2024 · 44 citations* 4. **[AgentInstruct: Toward Generative Teaching with Agentic Flows ↗](https://arxiv.org/abs/2407.03502) arXiv:2407.03502 · no summary yet**Arindam Mitra et al.*2024 · 42 citations* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Ahmed Hassan Awadallah](https://md.research.elamur.ai/free/en/authors/ahmed-hassan-awadallah/) - [Arindam Mitra](https://md.research.elamur.ai/free/en/authors/arindam-mitra/) - [Benjamin Van Durme](https://md.research.elamur.ai/free/en/authors/benjamin-van-durme/) - [Chris Kedzie](https://md.research.elamur.ai/free/en/authors/chris-kedzie/) - [Hamed Khanpour](https://md.research.elamur.ai/free/en/authors/hamed-khanpour/) - [Jason Eisner](https://md.research.elamur.ai/free/en/authors/jason-eisner/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 1,330 times (of the 149,439 papers whose bibliographies we read); [222 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/corby-rosset/cited-by/). Updated 30 October 2026