Learn Your Reference Model for Real Good Alignment
Paper
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2404.09656
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Published
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81
Alignment - Contents Regulation - Unlearning
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Aligning Teacher with Student Preferences for Tailored Training Data Generation
Paper • 2406.19227 • Published • 23 -
Self-Play Preference Optimization for Language Model Alignment
Paper • 2405.00675 • Published • 21 -
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues
Paper • 2404.03820 • Published • 22 -
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
Paper • 2407.00617 • Published • 7 -
UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI
Paper • 2407.00106 • Published • 5 -
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Paper • 2406.12624 • Published • 35 -
Simulating Classroom Education with LLM-Empowered Agents
Paper • 2406.19226 • Published • 28 -
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Paper • 2406.18495 • Published • 12 -
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
Paper • 2406.18510 • Published • 8 -
Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces
Paper • 2406.11614 • Published • 3 -
Large Language Model Unlearning via Embedding-Corrupted Prompts
Paper • 2406.07933 • Published • 6 -
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
Paper • 2406.10023 • Published • 2 -
Transforming and Combining Rewards for Aligning Large Language Models
Paper • 2402.00742 • Published • 11 -
LongAlign: A Recipe for Long Context Alignment of Large Language Models
Paper • 2401.18058 • Published • 21 -
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs
Paper • 2407.10058 • Published • 28 -
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
Paper • 2407.01920 • Published • 13 -
Rethinking Entity-level Unlearning for Large Language Models
Paper • 2406.15796 • Published -
The Art of Saying No: Contextual Noncompliance in Language Models
Paper • 2407.12043 • Published • 4