Papers by Ashish Jagmohan
Learning API Functionality from In-Context Demonstrations for Tool-based Agents (2025.findings-emnlp)
Copied to clipboard
| Challenge: | Documentation is often missing, outdated, privatized, or inconsistent in tool-based agents. |
| Approach: | They propose a task that allows agents to learn API functionality directly from in-context demonstrations. |
| Outcome: | The proposed model improves the task success rate of an API-based agent by providing explicit function calls and natural language critiques. |