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zzh-SJTU authored Oct 13, 2024
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# 🌟 DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph 🌟
![Project Banner](https://github.com/SALT-NLP/DARG/blob/main/assets/framework.png)

🚀 This is the official code for the paper titled [DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph](https://arxiv.org/abs/2406.17271). This project aims to dynamically augment current LLM benchmarks through internal reasoning graph interpolation with fine-grained complexity control, addressing issues such as data contamination and the benchmarks' inability to adapt to LLMs' ever-evolving capabilities.
🚀 This is the official code for the NeurIPS 2024 paper titled [DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph](https://arxiv.org/abs/2406.17271). This project aims to dynamically augment current LLM benchmarks through internal reasoning graph interpolation with fine-grained complexity control, addressing issues such as data contamination and the benchmarks' inability to adapt to LLMs' ever-evolving capabilities.

Authors: [Zhehao Zhang](https://zzh-sjtu.github.io/zhehaozhang.github.io/), [Jiaao Chen](https://cs.stanford.edu/people/jiaaoc/), [Diyi Yang](https://cs.stanford.edu/~diyiy/), 👩‍💼👨‍💼

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primaryClass={cs.CL}
url={https://arxiv.org/abs/2406.17271},
}
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