Papers with multilingual function calling
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages (2025.findings-emnlp)
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| Challenge: | Using the original dataset, we cleaned up the MASSIVE dataset and reformatted it for evaluation within the Berkeley Function-Calling Leaderboard framework. |
| Approach: | They present a new benchmark for assessing multilingual function calling across 52 languages . they clean the original MASSIVE dataset and reformat it for evaluation . |
| Outcome: | The new benchmark covers 55 functions and 286 arguments in 52 languages. |