Federated QLoRA fine-tuning on distributed PA manuals from SIGESON and SIDFORS yields ROUGE-1/2/L of 61.10/55.77/59.44 and BLEU-4 of 45.02, close to centralized training.
The adoption and implementation of artificial intelligence chatbots in public organizations: Evidence from u.s. state governments,
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GuidaPA: Privacy-Preserving Chatbot for Public Administration via Federated Learning
Federated QLoRA fine-tuning on distributed PA manuals from SIGESON and SIDFORS yields ROUGE-1/2/L of 61.10/55.77/59.44 and BLEU-4 of 45.02, close to centralized training.