Llama 3 generated 507,152 synthetic Vietnamese legal queries; using them for CoT-MAE pre-training and contrastive fine-tuning improved bi-encoder and ColBERT retrieval scores on TVPL and Legal Zalo 21.
In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Improving Vietnamese Legal Document Retrieval using Synthetic Data
Llama 3 generated 507,152 synthetic Vietnamese legal queries; using them for CoT-MAE pre-training and contrastive fine-tuning improved bi-encoder and ColBERT retrieval scores on TVPL and Legal Zalo 21.