Elamur Research⌕
☰
home / authors / Corby Rosset

Corby Rosset

Corby Rosset has 2 papers in our library, in 2024, most of them on Language models & pretraining; often with Ahmed Hassan Awadallah, Arindam Mitra, Benjamin Van Durme.

2 papers in our library · 2024

OpenAlex · ORCID · Wikidata · h-index 11 · 30 works · 633 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1,330 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5696

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

🏢MicrosoftRedmond · United States2018–2026 · 20 paperscurrent

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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksApplied Mathematics · 1 workMathematics · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Orca-Math: Unlocking the potential of SLMs in Grade School Math (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 (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 MatharXiv:2402.14830Arindam Mitra, Hamed Khanpour, Corby Rosset, et al.2024 · 111 citations
  2. LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language TextsAnnual Meeting of the Association for Computational Linguistics (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 ↗arXiv:2404.03715 · no summary yetCorby Rosset et al.2024 · 44 citations
  4. AgentInstruct: Toward Generative Teaching with Agentic Flows ↗arXiv:2407.03502 · no summary yetArindam Mitra et al.2024 · 42 citations

 Co-authors here

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

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/corby-rosset/