Papers with generic agents
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Large Language Models (LLMs) have remarkable capabilities across a variety of tasks, such as language, mathematics, coding, and etc. |
| Approach: | They propose to decompose tool use capability into seven aspects and form a thorough evaluation schema for generic agents. |
| Outcome: | The proposed agent acts like a super-APP and can manipulate API-based tools. |