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researcher

B. Atil

12 papers hereh-index 4211 citations23 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author3

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.AI1
  • cs.HC1
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedNon-Determinism of "Deterministic" LLM Settings

19 citations · 19 across the 11 of their papers we have counts for

collaborators
Showing 2025 · cs.CLShow all

3 papers · 2 filters

cs.CL2025

Do Methods to Jailbreak and Defend LLMs Generalize Across Languages?

Berk Atil, Rebecca J. Passonneau, Fred Morstatter

Large language models (LLMs) undergo safety alignment after training and tuning, yet recent work shows that safety can be bypassed through jailbreak attacks. While many jailbreaks…

cs.CL2025

Something Just Like TRuST : Toxicity Recognition of Span and Target

Berk Atil, Namrata Sureddy, Rebecca J. Passonneau

Toxic language includes content that is offensive, abusive, or that promotes harm. Progress in preventing toxic output from large language models (LLMs) is hampered by inconsistent…

cs.CL2025

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet

Berk Atil, Vipul Gupta, Sarkar Snigdha Sarathi Das +1

Large language models (LLMs) have become ubiquitous, thus it is important to understand their risks and limitations. Smaller LLMs can be deployed where compute resources are constr…

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