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 …

Modern artificial intelligence (AI) systems are powered by foundation models. This paper
presents a new set of foundation models, called Llama 3. It is a herd of language models …

Large language models (LLMs) have limitations in handling tasks that require real-time
access to external APIs. While several benchmarks like ToolBench and APIGen have been …

Despite recent advances in AI, the development of systems capable of executing complex,
multi-step reasoning tasks involving multiple tools remains a significant challenge. Current …

Recommender Systems in the Era of Large Language Model Agents: A Survey Page 1
Recommender Systems in the Era of Large Language Model Agents: A Survey XI ZHU∗ …

The scaling of inference-time computation in large language models (LLMs) has emerged
as a promising approach for enhancing reasoning capabilities by trading off inference-time …