4 papers
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition
Xiangyu Kong, Hengde Zhu, Haoqin Sun +6
Automatic real personality recognition (RPR) aims to evaluate human real personality traits from their expressive behaviours. However, most existing solutions generally act as exte…
Doc2Agent: Scalable Generation of Tool-Using Agents from API Documentation
Xinyi Ni, Haonan Jian, Qiuyang Wang +2
REST APIs play important roles in enriching the action space of web agents, yet most API-based agents rely on curated and uniform toolsets that do not reflect the complexity of rea…
Multiple Abstraction Level Retrieve Augment Generation
Zheng Zheng, Xinyi Ni, Pengyu Hong
A Retrieval-Augmented Generation (RAG) model powered by a large language model (LLM) provides a faster and more cost-effective solution for adapting to new data and knowledge. It a…
ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations
Xinyi Ni, Qiuyang Wang, Yukun Zhang +1
LLM-based tool agents offer natural language interfaces, enabling users to seamlessly interact with computing services. While REST APIs are valuable resources for building such age…