Sasha Luccioni
Sasha Luccioni has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Aleksandra Piktus, Anna Rogers, Arjun Subramonian.
OpenAlex · ORCID · Wikidata · h-index 22 · 72 works · 3,337 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,303 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #5951
Affiliations
Fields, topics and concepts
📚 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 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings (2022 · 130 citations)
This BigScience position paper asks how social bias should be evaluated in large language models that cover many languages. - The ROOTS Search Tool: Data Transparency for LLMs (2023 · 42 citations)
Training corpora for large language models are usually massive web scrapes that almost nobody inspects qualitatively.
All works
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model ↗arXiv:2211.05100 · no summary yetBigScience Workshop et al.2022 · 1,606 citations
- StarCoder: may the source be with you! ↗arXiv:2305.06161 · no summary yetRaymond Li et al.2023 · 732 citations
- You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual SettingsBigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language ModelsZeerak Talat, Aurélie Névéol, Stella Biderman, et al.2022 · 130 citations
- What's in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetAlexandra Luccioni, Joseph Viviano2021 · 111 citations
- The ROOTS Search Tool: Data Transparency for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Aleksandra Piktus, Christopher Akiki, Paulo Villegas, et al.2023 · 42 citations
- The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources ↗arXiv (Cornell University) · no summary yetShayne Longpre et al.2024 · 11 citations
Co-authors here
- Aleksandra Piktus
- Anna Rogers
- Arjun Subramonian
- Aurélie Névéol
- Christopher Akiki
- Dragomir Radev
- Manan Dey
- Maraim Masoud
- Margaret Mitchell
- Shayne Longpre
- Stella Biderman
- Yacine Jernite
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2023
- BigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language Models: BigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language Models 2022
- Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
Cited by
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