#Tool-Augmented LLMs

5개의 포스트

[논문리뷰] LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation

Soohyun Oh이 arXiv에 게시한 'LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation' 논문에 대한 자세한 리뷰입니다.

#Review #3D Scene Synthesis #Fine-Grained Evaluation #Tool-Augmented LLMs #Embodied AI #Vision-Language Models #Benchmark #Multi-Hop Grounding

2025년 11월 9일

[논문리뷰] ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

Guanting Dong이 arXiv에 게시한 'ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Agents #Tool-Augmented LLMs #Vision-Guided Reasoning #Long-Horizon Tasks #VQA #Global Planning #Context Preservation #Perceive Tool

2025년 11월 9일

[논문리뷰] From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning

Feiwei Qin이 arXiv에 게시한 'From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning' 논문에 대한 자세한 리뷰입니다.

#Review #Multi-Agent System #Chemical Reaction Prediction #Explainable AI #Evidence-Based Reasoning #Large Language Models #Tool-Augmented LLMs #Scientific Discovery

2025년 10월 10일

[논문리뷰] A^2Search: Ambiguity-Aware Question Answering with Reinforcement Learning

arXiv에 게시된 'A^2Search: Ambiguity-Aware Question Answering with Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.

#Review #Question Answering #Reinforcement Learning #Large Language Models #Ambiguity Resolution #Multi-hop QA #Automated Data Generation #Tool-Augmented LLMs #AnsF1 Reward

2025년 10월 10일

[논문리뷰] WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Wenbiao Yin이 arXiv에 게시한 'WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents' 논문에 대한 자세한 리뷰입니다.

#Review #Agentic AI #Deep Research #Iterative Reasoning #Long-Horizon Tasks #Context Management #Data Synthesis #Tool-Augmented LLMs #Markov Decision Process

2025년 9월 17일