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Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...

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Abstract: The symbiotic interaction between people and computers in the realm of software development is experiencing a fundamental transition, spurred by improvements in Natural Language Processing ...

This work proposes a generative paradigm for translation tasks that leverages LLMs to generate higher-quality translation results based on the N-best hypotheses decoded from foundation model (e.g., ...