Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency
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 …
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
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 …
applications in var ious vertical domains, such as software engineering. LLMs have …
Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets
The advancement of function-calling agent models requires diverse, reliable, and high-
quality datasets. This paper presents APIGen, an automated data generation pipeline …
quality datasets. This paper presents APIGen, an automated data generation pipeline …
xlam: A family of large action models to empower ai agent systems
Autonomous agents powered by large language models (LLMs) have attracted significant
research interest. However, the open-source community faces many challenges in …
research interest. However, the open-source community faces many challenges in …
A systematic survey on large language models for algorithm design
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 …
advent of Large Language Models (LLMs) has notably enhanced the automation and …
Richelieu: Self-evolving llm-based agents for ai diplomacy
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 …
interactions among multiple parties that require skills in social reasoning, negotiation, and …
Diversity empowers intelligence: Integrating expertise of software engineering agents
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 …
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
Large language models (LLMs) have brought autonomous agents closer to artificial general
intelligence (AGI) due to their promising generalization and emergent capabilities. There is …
intelligence (AGI) due to their promising generalization and emergent capabilities. There is …
Shall we team up: Exploring spontaneous cooperation of competing llm agents
Abstract Large Language Models (LLMs) have increasingly been utilized in social
simulations, where they are often guided by carefully crafted instructions to stably exhibit …
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 …
languages, especially Uyghur, the scarcity of Uyghur language corpora in the agricultural …