Papers with few-shot Chain-of-Thought
Sequential API Function Calling Using GraphQL Schema (2024.emnlp-main)
Copied to clipboard
Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta
| Challenge: | Function calling using Large Language Models (LLMs) is an active research area . however, sequential function calling using LLMs with interdependence between functions is still under-explored . |
| Approach: | They propose a dataset representing real-world REST API calls with variable mapping between functions using natural language utterances paired with function call sequences. |
| Outcome: | The proposed dataset represents real-world REST API calls with variable mapping between functions. |