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Tool learning with large language models: A survey
Recently, tool learning with large language models (LLMs) has emerged as a promising
paradigm for augmenting the capabilities of LLMs to tackle highly complex problems …
paradigm for augmenting the capabilities of LLMs to tackle highly complex problems …
Foundation models for music: A survey
In recent years, foundation models (FMs) such as large language models (LLMs) and latent
diffusion models (LDMs) have profoundly impacted diverse sectors, including music. This …
diffusion models (LDMs) have profoundly impacted diverse sectors, including music. This …
From persona to personalization: A survey on role-playing language agents
Recent advancements in large language models (LLMs) have significantly boosted the rise
of Role-Playing Language Agents (RPLAs), ie, specialized AI systems designed to simulate …
of Role-Playing Language Agents (RPLAs), ie, specialized AI systems designed to simulate …
Autoflow: Automated workflow generation for large language model agents
Recent advancements in Large Language Models (LLMs) have shown significant progress
in understanding complex natural language. One important application of LLM is LLM-based …
in understanding complex natural language. One important application of LLM is LLM-based …
Evoagent: Towards automatic multi-agent generation via evolutionary algorithms
The rise of powerful large language models (LLMs) has spurred a new trend in building LLM-
based autonomous agents for solving complex tasks, especially multi-agent systems …
based autonomous agents for solving complex tasks, especially multi-agent systems …
Formal-llm: Integrating formal language and natural language for controllable llm-based agents
Recent advancements on Large Language Models (LLMs) enable AI Agents to
automatically generate and execute multi-step plans to solve complex tasks. However, since …
automatically generate and execute multi-step plans to solve complex tasks. However, since …
Enhancing tool retrieval with iterative feedback from large language models
Tool learning aims to enhance and expand large language models'(LLMs) capabilities with
external tools, which has gained significant attention recently. Current methods have shown …
external tools, which has gained significant attention recently. Current methods have shown …
Towards completeness-oriented tool retrieval for large language models
Recently, integrating external tools with Large Language Models (LLMs) has gained
significant attention as an effective strategy to mitigate the limitations inherent in their pre …
significant attention as an effective strategy to mitigate the limitations inherent in their pre …
Exploring autonomous agents through the lens of large language models: A review
S Barua - arxiv preprint arxiv:2404.04442, 2024 - arxiv.org
Large Language Models (LLMs) are transforming artificial intelligence, enabling
autonomous agents to perform diverse tasks across various domains. These agents …
autonomous agents to perform diverse tasks across various domains. These agents …
" A good pun is its own reword": Can Large Language Models Understand Puns?
Puns play a vital role in academic research due to their distinct structure and clear definition,
which aid in the comprehensive analysis of linguistic humor. However, the understanding of …
which aid in the comprehensive analysis of linguistic humor. However, the understanding of …