Noel Murphy
2023
Tokengram_F, a Fast and Accurate Token-based chrF++ Derivative
Sören Dreano
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Derek Molloy
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Noel Murphy
Proceedings of the Eighth Conference on Machine Translation
Tokengram_F is an F-score-based evaluation metric for Machine Translation that is heavily in- spired by chrF++ and can act as a more accurate replacement. By replacing word n-grams with n-grams obtained from tokenization algorithms, tokengram_F better captures similarities between words.
Embed_Llama: Using LLM Embeddings for the Metrics Shared Task
Sören Dreano
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Derek Molloy
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Noel Murphy
Proceedings of the Eighth Conference on Machine Translation
Embed_llama is an assessment metric for language translation that hinges upon the utilization of the recently introduced Llama 2 Large Language Model (LLM), specifically, focusing on its embedding layer, with the aim of transforming sentences into a vector space that establishes connections between geometric and semantic proximities