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Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation

root September 26, 2023 0

This academic article discusses a new approach to Document-level Neural Machine Translation (DocNMT). The authors highlight the importance of handling discourse phenomena through document-level context information, but note that the…

Machine Learning

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

root September 22, 2023 0

The article presents LongLoRA, a new efficient fine-tuning method that extends the context sizes of pre-trained large language models (LLMs) without significant computational costs. Traditional methods for training LLMs with…

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