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Nina Panickssery

Nina Panickssery has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Frauke Kreuter, Neel Nanda.

2 papers in our library · 2024–2026

OpenAlex · h-index 2 · 9 works · 86 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 287 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5572

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

🏢AnthropicSan Francisco · United States2026 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Bias, fairness & safety · 2 worksLanguage models & pretraining · 2 works

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Refusal in Language Models Is Mediated by a Single Direction (2024 · 196 citations)
    Chat LLMs are safety-tuned to decline harmful requests, but how this behavior works inside the model is poorly understood.
  2. Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models (2026 · 17 citations)
    The paper asks why jailbreaks with very different surface forms all get past the safety training of chat LLMs, and whether they share an internal mechanism.

All works

3 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. Refusal in Language Models Is Mediated by a Single DirectionarXiv:2406.11717Andy Arditi, Oscar Obeso, Aaquib Syed, et al.2024 · 196 citations
  2. Many-shot Jailbreaking ↗neural information processing systems · no summary yetCem Anil et al.2024 · 109 citations
  3. Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Sarah Ball, Frauke Kreuter, Nina Panickssery2026 · 17 citations

 Co-authors here

2 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 287 times (of the 149,439 papers whose bibliographies we read); 59 citing papers with a page here →.

Updated

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