From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models
A lightweight large language model inference framework that performs structured and fine-grained natural language reasoning without the need for complex search and external tools.
Aug 1, 2025
Unlocking Multi-Agent Debate Potential: Enhancing Effective Scaling through Role Allocation Strategies
Jun 15, 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
May 31, 2025
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation
May 13, 2025
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
Analyzes mediator roles and decisive voices within multi-agent debate frameworks, revealing how influence shifts throughout deliberation.
Feb 15, 2025
SheetAgent: towards a generalist agent for spreadsheet reasoning and manipulation via large language models
SheetAgent, an novel autonomous agent that utilizes the power of LLMs.
Jan 8, 2025
CellAgent
An LLM-driven multi-agent framework for single-cell data analysis, ensuring high-quality results with minimal effort.
Jan 1, 2025
Cellagent: An llm-driven multi-agent framework for automated single-cell data analysis
An LLM-driven multi-agent framework for single-cell data analysis, ensuring high-quality results with minimal effort.
Aug 1, 2024
Enhancing robotic manipulation with AI feedback from multimodal large language models
Feb 1, 2024
Peria: Perceive, reason, imagine, act via holistic language and vision planning for manipulation
Jan 1, 2024