Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
| Model | Cross-lingual | Multilingual | ||||||
| Size | Epochs | Batch | LR | Size | Epochs | Batch | LR | |
| ℳbase | 2400 | 8 | 16 | 1e−05 | 2400 | 8 | 16 | 1e−05 |
| ℳc/ℳm () | 2400 | 8 | 16 | 1e−05 | 2400 | 8 | 16 | 1e−05 |
| ℳc/ℳm () | 2400 | 12 | 24 | 2e−05 | 2000 | 12 | 8 | 2e−05 |
| ℳc/ℳm () | 2400 | 8 | 24 | 3e−05 | 2400 | 8 | 24 | 3e−05 |