CHATS-lab
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- verbalized-sampling Public
Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.
- BackUpper Public
Official implementation for paper "Back Up Before You Regret Measuring Backup Awareness and Automating Backup in Coding Agents"
- VibeLens Public
Your agent is powerful but it doesn't know you. VibeLens visualizes agent sessions, personalizes your agents, provides dashboard analytics and productivity tips from your real interaction. Supports Claude Code, Codex, Gemini CLI, OpenClaw, and more.
- scope_usim Public
- Token-Regularized-Fine-Tuning Public
Code base for paper: "The Piggyback Hypothesis of Generalization: explaining and mitigating emergent misalignment"
- ppi-eval Public
- ToolShield Public
[ICML 2026] Official implementation for paper "Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents"
- Awesome-Human-AI-Coevolution-Paper-List Public
An Awesome Human-AI-Coevolution Paperlist Created by CHATS LAB
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