Search Results for author: Ting Song

Found 5 papers, 1 papers with code

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

no code implementations1 Apr 2024 Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei

This paper presents a comprehensive survey of the current status and opportunities for Large Language Models (LLMs) in strategic reasoning, a sophisticated form of reasoning that necessitates understanding and predicting adversary actions in multi-agent settings while adjusting strategies accordingly.

Decision Making

Low-code LLM: Graphical User Interface over Large Language Models

2 code implementations17 Apr 2023 Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan, Furu Wei

By introducing this framework, we aim to bridge the gap between humans and LLMs, enabling more effective and efficient utilization of LLMs for complex tasks.

Prompt Engineering

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs

no code implementations29 Mar 2023 Yaobo Liang, Chenfei Wu, Ting Song, Wenshan Wu, Yan Xia, Yu Liu, Yang Ou, Shuai Lu, Lei Ji, Shaoguang Mao, Yun Wang, Linjun Shou, Ming Gong, Nan Duan

On the other hand, there are also many existing models and systems (symbolic-based or neural-based) that can do some domain-specific tasks very well.

Code Generation Common Sense Reasoning +1

Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey

no code implementations19 Oct 2022 Hui Cao, Wenlong Zou, Yinkun Wang, Ting Song, Mengjun Liu

Deep learning security matters to autonomous driving system security, and then matters to personal safety, which is an issue that deserves attention and research. This paper provides an summary of the concepts, developments and recent research in deep learning security technologies in autonomous driving.

Autonomous Driving

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