GeckOpt: LLM System Efficiency via Intent-Based Tool Selection

Stable Diffusion For Aerial Object Detection. In NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI

Yanan Jian, Fuxun Yu, Simranjit Singh, and Dimitrios Stamoulis. 2023 · 2023

Earlier work this paper cites.

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Original

Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, and Jianfeng Gao. 2023 · 2023

Earlier work this paper cites.

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Original

Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, and Maosong Sun. 2023 · 2023

Earlier work this paper cites.

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Original

Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou. 2023 · 2023

Cited alongside, same era.

ReAct: Synergizing Reasoning and Acting in Language Models

Original

Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao. 2023 · 2023

Cited alongside, same era.

WebArena: A Realistic Web Environment for Building Autonomous Agents

Original

Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig. 2023 · 2023

Cited alongside, same era.

Evaluating Tool-Augmented Agents in Remote Sensing Platforms. In ICLR 2024 Workshop: 2nd Machine Learning for Remote Sensing Workshop

Simranjit Singh, Michael Fore, and Dimitrios Stamoulis. 2024a · 2024

Closest in time.

GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots. In CVPR 2024 Workshop EARTHVISION 2024

Simranjit Singh, Michael Fore, and Dimitrios Stamoulis. 2024b · 2024

Closest in time.