BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models

1 code implementation • 13 Feb 2024 • Haotian Sun, Yuchen Zhuang, Wei Wei, Chao Zhang, Bo Dai

BBox-Adapter distinguishes target and source domain data by treating target data as positive and source data as negative.

Autoregressive Diffusion Model for Graph Generation

1 code implementation • 17 Jul 2023 • Lingkai Kong, Jiaming Cui, Haotian Sun, Yuchen Zhuang, B. Aditya Prakash, Chao Zhang

However, existing diffusion-based graph generative models are mostly one-shot generative models that apply Gaussian diffusion in the dequantized adjacency matrix space.

Denoising Graph Generation

ToolQA: A Dataset for LLM Question Answering with External Tools

1 code implementation • NeurIPS 2023 • Yuchen Zhuang, Yue Yu, Kuan Wang, Haotian Sun, Chao Zhang

To address this issue, we introduce a new dataset called ToolQA, which is designed to faithfully evaluate LLMs' ability to use external tools for question answering.

Hallucination Question Answering

AdaPlanner: Adaptive Planning from Feedback with Language Models

1 code implementation • NeurIPS 2023 • Haotian Sun, Yuchen Zhuang, Lingkai Kong, Bo Dai, Chao Zhang

We propose a closed-loop approach, AdaPlanner, which allows the LLM agent to refine its self-generated plan adaptively in response to environmental feedback.

Decision Making Hallucination