Repoagent: An llm-powered open-source framework for repository-level code documentation generation
Generative models have demonstrated considerable potential in software engineering,
particularly in tasks such as code generation and debugging. However, their utilization in the …
particularly in tasks such as code generation and debugging. However, their utilization in the …
Knowagent: Knowledge-augmented planning for llm-based agents
Large Language Models (LLMs) have demonstrated great potential in complex reasoning
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
Towards responsible generative ai: A reference architecture for designing foundation model based agents
Foundation models, such as large language models (LLMs), have been widely recognised
as transformative AI technologies due to their capabilities to understand and generate …
as transformative AI technologies due to their capabilities to understand and generate …
Screenagent: A vision language model-driven computer control agent
Existing Large Language Models (LLM) can invoke a variety of tools and APIs to complete
complex tasks. The computer, as the most powerful and universal tool, could potentially be …
complex tasks. The computer, as the most powerful and universal tool, could potentially be …
Automating the Enterprise with Foundation Models
M Wornow, A Narayan, K Opsahl-Ong… - arXiv preprint arXiv …, 2024 - arxiv.org
Automating enterprise workflows could unlock $4 trillion/year in productivity gains. Despite
being of interest to the data management community for decades, the ultimate vision of end …
being of interest to the data management community for decades, the ultimate vision of end …
ProcessCarbonAgent: A large language models-empowered autonomous agent for decision-making in manufacturing carbon emission management
T Wu, J Li, J Bao, Q Liu - Journal of Manufacturing Systems, 2024 - Elsevier
Abstract Knowledge-intensive production represents a primary trend in industrial
manufacturing, which heavily relies on the production logs of large-scale, historically similar …
manufacturing, which heavily relies on the production logs of large-scale, historically similar …
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
LLM-based agents have emerged as promising tools, which are crafted to fulfill complex
tasks by iterative planning and action. However, these agents are susceptible to undesired …
tasks by iterative planning and action. However, these agents are susceptible to undesired …
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model
The rapid advancement of AI technology has led to widespread applications of agent
systems across various domains. However, the need for detailed architecture design poses …
systems across various domains. However, the need for detailed architecture design poses …
MAO: A Framework for Process Model Generation with Multi-Agent Orchestration
Process models are frequently used in software engineering to describe business
requirements, guide software testing and control system improvement. However, traditional …
requirements, guide software testing and control system improvement. However, traditional …
Benchmarking stereotype bias and toxicity in large language models
R Dutta - 2024 - ideals.illinois.edu
Large language models (LLMs) powered by the transformer architecture have displayed
tremendous advancements in the field of natural language processing (NLP). LLMs pre …
tremendous advancements in the field of natural language processing (NLP). LLMs pre …