Irene Solaiman
Irene Solaiman has 2 papers in our library, in 2019–2021, most of them on Language models & pretraining; often with Alec Radford, Amanda Askell, Ariel Herbert-Voss.
OpenAlex · ORCID · Wikidata · h-index 7 · 13 works · 1,387 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,699 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3471
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 · 2 worksSocial Sciences · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
2010s
Papers
- Release Strategies and the Social Impacts of Language Models (2019 · 554 citations)
The report asks how a lab should publish a strong text generator whose output could feed fake news, impersonation or automated abuse, without giving up its benefits. - Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets (2021 · 136 citations)
Large pretrained language models such as GPT-3 can produce biased, toxic, or culturally inappropriate text. Retraining them from scratch for every desired behaviour is impractical, so the authors propose PALMS. PALMS is an iterative recipe for steering a pretrained model toward a chosen set of values. The steps are:
All works
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model ↗arXiv:2211.05100 · no summary yetBigScience Workshop et al.2022 · 1,606 citations
- Release Strategies and the Social Impacts of Language ModelsarXiv:1908.09203Irene Solaiman, Miles Brundage, Jack Clark, et al.2019 · 554 citations
- Process for Adapting Language Models to Society (PALMS) with Values-Targeted DatasetsarXiv:2106.10328Irene Solaiman, Christy Dennison OpenAI)2021 · 136 citations
Co-authors here
- Alec Radford
- Amanda Askell
- Ariel Herbert-Voss
- Gretchen Krueger
- Jack Clark
- Jeff Wu
- Jong Wook Kim
- Miles Brundage
Cited by
Updated
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