Binfeng Xu
Binfeng Xu has 2 papers in our library, in 2023, most of them on Language models & pretraining, Reasoning; often with Dongkuan Xu, Yuchen Liu, Zhiyuan Peng.
OpenAlex · h-index 1 · 5 works · 7 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 55 times in our library · ⭐ Paper Stars ranking: #8981
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models (2023 · 61 citations)
Tool-using language systems such as ReAct alternate between model reasoning and tool calls. Each time a tool returns a result, the model must be called again with the full history: instructions, examples, earlier thoughts and observations. Because commercial LLM APIs are stateless and priced per token, this repeated… - Gentopia: A Collaborative Platform for Tool-Augmented LLMs (2023 · 15 citations)
Existing toolkits for tool-augmented language models (ALMs, or "agents"), such as AutoGPT, LangChain and HuggingGPT, are often tied to narrow task sets and need heavy boilerplate to tune.
Co-authors here
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/binfeng-xu/