Os-copilot: Towards generalist computer agents with self-improvement
Autonomous interaction with the computer has been a longstanding challenge with great
potential, and the recent proliferation of large language models (LLMs) has markedly …
potential, and the recent proliferation of large language models (LLMs) has markedly …
When llms meet cybersecurity: A systematic literature review
J Zhang, H Bu, H Wen, Y Chen, L Li, H Zhu - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancements in large language models (LLMs) have opened new avenues
across various fields, including cybersecurity, which faces an ever-evolving threat landscape …
across various fields, including cybersecurity, which faces an ever-evolving threat landscape …
Executable code actions elicit better llm agents
Large Language Model (LLM) agents, capable of performing a broad range of actions, such
as invoking tools and controlling robots, show great potential in tackling real-world …
as invoking tools and controlling robots, show great potential in tackling real-world …
Ufo: A ui-focused agent for windows os interaction
We introduce UFO, an innovative UI-Focused agent to fulfill user requests tailored to
applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a …
applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a …
Infiagent-dabench: Evaluating agents on data analysis tasks
In this paper, we introduce" InfiAgent-DABench", the first benchmark specifically designed to
evaluate LLM-based agents in data analysis tasks. This benchmark contains DAEval, a …
evaluate LLM-based agents in data analysis tasks. This benchmark contains DAEval, a …
AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
Verbatim feedback constitutes a valuable repository of user experiences, opinions, and
requirements essential for software development. Effectively and efficiently extracting …
requirements essential for software development. Effectively and efficiently extracting …
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies
B Weng - arXiv preprint arXiv:2404.09022, 2024 - arxiv.org
With the surge of ChatGPT, the use of large models has significantly increased, rapidly rising
to prominence across the industry and sweeping across the internet. This article is a …
to prominence across the industry and sweeping across the internet. This article is a …
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
Large Language Models (LLMs) have shown potential in reasoning over structured
environments, eg, knowledge graph and table. Such tasks typically require multi-hop …
environments, eg, knowledge graph and table. Such tasks typically require multi-hop …
MMAC-Copilot: Multi-modal Agent Collaboration Operating System Copilot
Autonomous virtual agents are often limited by their singular mode of interaction with real-
world environments, restricting their versatility. To address this, we propose the Multi-Modal …
world environments, restricting their versatility. To address this, we propose the Multi-Modal …
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
As financial institutions and professionals increasingly incorporate Large Language Models
(LLMs) into their workflows, substantial barriers, including proprietary data and specialized …
(LLMs) into their workflows, substantial barriers, including proprietary data and specialized …