Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency

A Wickramasekara, F Breitinger, M Scanlon - arxiv preprint arxiv …, 2024 - arxiv.org
The ever-increasing workload of digital forensic labs raises concerns about law
enforcement's ability to conduct both cyber-related and non-cyber-related investigations …

From llms to llm-based agents for software engineering: A survey of current, challenges and future

H **, L Huang, H Cai, J Yan, B Li, H Chen - arxiv preprint arxiv …, 2024 - arxiv.org
With the rise of large language models (LLMs), researchers are increasingly exploring their
applications in var ious vertical domains, such as software engineering. LLMs have …

Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets

Z Liu, T Hoang, J Zhang, M Zhu, T Lan… - arxiv preprint arxiv …, 2024 - arxiv.org
The advancement of function-calling agent models requires diverse, reliable, and high-
quality datasets. This paper presents APIGen, an automated data generation pipeline …

xlam: A family of large action models to empower ai agent systems

J Zhang, T Lan, M Zhu, Z Liu, T Hoang… - arxiv preprint arxiv …, 2024 - arxiv.org
Autonomous agents powered by large language models (LLMs) have attracted significant
research interest. However, the open-source community faces many challenges in …

A systematic survey on large language models for algorithm design

F Liu, Y Yao, P Guo, Z Yang, Z Zhao, X Lin… - arxiv preprint arxiv …, 2024 - arxiv.org
Algorithm Design (AD) is crucial for effective problem-solving across various domains. The
advent of Large Language Models (LLMs) has notably enhanced the automation and …

Richelieu: Self-evolving llm-based agents for ai diplomacy

Z Guan, X Kong, F Zhong, Y Wang - arxiv preprint arxiv:2407.06813, 2024 - arxiv.org
Diplomacy is one of the most sophisticated activities in human society, involving complex
interactions among multiple parties that require skills in social reasoning, negotiation, and …

Diversity empowers intelligence: Integrating expertise of software engineering agents

K Zhang, W Yao, Z Liu, Y Feng, Z Liu, R Murthy… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language model (LLM) agents have shown great potential in solving real-world
software engineering (SWE) problems. The most advanced open-source SWE agent can …

Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example

Y Chen, A Pesaranghader, T Sadhu, DH Yi - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) have brought autonomous agents closer to artificial general
intelligence (AGI) due to their promising generalization and emergent capabilities. There is …

Shall we team up: Exploring spontaneous cooperation of competing llm agents

Z Wu, R Peng, S Zheng, Q Liu, X Han… - Findings of the …, 2024 - aclanthology.org
Abstract Large Language Models (LLMs) have increasingly been utilized in social
simulations, where they are often guided by carefully crafted instructions to stably exhibit …

Research on the training and application methods of a lightweight agricultural domain-specific large language model supporting mandarin chinese and uyghur

K Pan, X Zhang, L Chen - Applied Sciences, 2024 - mdpi.com
In the field of Natural Language Processing (NLP), the lack of support for minority
languages, especially Uyghur, the scarcity of Uyghur language corpora in the agricultural …