MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models
Paper
• 2310.11954 • Published
• 25
AutoAgent
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Training Chain-of-Thought via Latent-Variable Inference
Paper • 2312.02179 • Published • 10 -
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Paper • 2401.16158 • Published • 20 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 38 -
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
Paper • 2402.10466 • Published • 18 -
LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing
Paper • 2402.10294 • Published • 27 -
AgentScope: A Flexible yet Robust Multi-Agent Platform
Paper • 2402.14034 • Published • 13 -
Evaluating Very Long-Term Conversational Memory of LLM Agents
Paper • 2402.17753 • Published • 19 -
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Paper • 2403.04746 • Published • 24 -
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
Paper • 2401.07324 • Published • 3 -
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
Paper • 2504.12322 • Published • 28 -
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
Paper • 2509.09677 • Published • 35 -
MemEvolve: Meta-Evolution of Agent Memory Systems
Paper • 2512.18746 • Published • 31 -
SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios
Paper • 2512.18470 • Published • 12