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haritzpuertoย 
posted an update about 1 month ago
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๐Ÿ“œ Accepted at ACL 2025! Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs
We propose to fine-tune LLMs to generate diverse chains of thought (DCoT) in a single inference step. This enables within-inference refinement of the cots, no external feedback needed!
๐Ÿ”— https://arxiv.org/abs/2407.03181
haritzpuertoย 
posted an update 5 months ago
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I just got my first ChatGPT review on ARR! ๐Ÿ˜… Any advice on how to prove it's AI-generated? Thanks!
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haritzpuertoย 
posted an update 5 months ago
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I'm excited to announce that my internship paper at Parameter Lab was accepted to Findings of #NAACL2025 ๐ŸŽ‰
TLDR: Stating an LLM was trained on a sentence might not be possible ๐Ÿ˜ฅ , but it is possible for large enough amounts of tokens, such as long documents or multiple documents! ๐Ÿคฏ
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models (2411.00154)
๐Ÿ”— https://github.com/parameterlab/mia-scaling