Knesset-DictaBERT: A Hebrew Language Model for Parliamentary Proceedings

AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning



arXiv:2407.20581v1 Announce Type: new
Abstract: We present Knesset-DictaBERT, a large Hebrew language model fine-tuned on the Knesset Corpus, which comprises Israeli parliamentary proceedings. The model is based on the DictaBERT architecture and demonstrates significant improvements in understanding parliamentary language according to the MLM task. We provide a detailed evaluation of the model’s performance, showing improvements in perplexity and accuracy over the baseline DictaBERT model.



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