XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples

Usage

1. Prepare sib200: refer to https://github.com/dadelani/sib-200.

2. Conduct 1-shot in-context learning: icl/get_signal.py

3. Train retriever: train_retriever.py

4. Get retrieved results: internal_retriever.py

5. Conduct in-context learning: icl/eval.py

Citation

@misc{lin2024xampler,
    title={XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples},
    author={Peiqin Lin and André F. T. Martins and Hinrich Schütze},
    year={2024},
    eprint={2405.05116},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}