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Guoxin Chen, Yiming Qian, Bowen Wang, and Liangzhi Li. 2023. MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension. In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 5163–5175, Singapore. Association for Computational Linguistics.
The folder ./qa_datasets contains the example data.
cd ./qa_datasets
unzip *.zip
Training
For a single training, all scripts are located in the ./tdk_scripts folder:
cd ./tdk_scripts
bash boolq_tdk.sh
For parameter grid search, all scripts are located in the ./search_param_scripts folder:
cd ./search_param_scripts
bash boolq_prompt_len.sh
Citation
If our work contributes to your research, please acknowledge it by citing our paper. We greatly appreciate your support.
@inproceedings{chen-etal-2023-mprompt,
title = "{MP}rompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension",
author = "Chen, Guoxin and
Qian, Yiming and
Wang, Bowen and
Li, Liangzhi",
editor = "Bouamor, Houda and
Pino, Juan and
Bali, Kalika",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2023",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.findings-emnlp.343",
doi = "10.18653/v1/2023.findings-emnlp.343",
pages = "5163--5175",
}