Parameter Lab

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8 repositories

MASEval
Public
Multi-Agent LLM Evaluation
ai evaluation agents
ai evaluation agents multi-agent-systems large-language-models llm agentic-ai
Python
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MIT License
•7•18•4•2•Updated Mar 5, 2026Mar 5, 2026
privacy-collapse
Public
Source code of "Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models"
Python
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MIT License
•0•4•1•0•Updated Feb 25, 2026Feb 25, 2026
leaky_thoughts
Public
Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025
privacy research emnlp
privacy research emnlp llm llm-safety reasoning-language-models contextual-privacy emnlp2025
Python
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MIT License
•1•16•0•0•Updated Jan 12, 2026Jan 12, 2026
mia-scaling
Public
Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"
Python
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MIT License
•2•15•0•0•Updated Dec 16, 2025Dec 16, 2025
dr-llm
Public
[ICLR 2026 🔥] Dr.LLM: Dynamic Layer Routing in LLMs
Python
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MIT License
•3•42•1•0•Updated Oct 15, 2025Oct 15, 2025
c-seo-bench
Public
Source code of "C-SEO Bench: Does Conversational SEO Work?" NeurIPS D&B 2025
benchmark research seo
benchmark research seo seo-optimization conversational-ai llm
Jupyter Notebook
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MIT License
•3•16•0•0•Updated Sep 28, 2025Sep 28, 2025
apricot
Public
Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024
research uncertainty calibration
research uncertainty calibration uncertainty-quantification confidence large-language-models llms acl2024
Jupyter Notebook
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MIT License
•3•22•0•0•Updated Nov 20, 2024Nov 20, 2024
trap
Public
Source code of "TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification", ACL2024 (findings)
research fingerprint fingerprinting
research fingerprint fingerprinting adversarial-attacks large-language-models llm acl2024
Jupyter Notebook
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MIT License
•0•14•0•0•Updated Nov 20, 2024Nov 20, 2024