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06/02/2023
Assessing the Importance of Frequency versus Compositionality for Subword-based Tokenization in NMT
Subword tokenization is the de facto standard for tokenization in neural...
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05/22/2023
Small Language Models Improve Giants by Rewriting Their Outputs
Large language models (LLMs) have demonstrated impressive few-shot learn...
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09/27/2022
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric
We hypothesize that existing sentence-level machine translation (MT) met...
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09/09/2021
Subword Mapping and Anchoring across Languages
State-of-the-art multilingual systems rely on shared vocabularies that s...
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09/08/2021
Active Learning by Acquiring Contrastive Examples
Common acquisition functions for active learning use either uncertainty ...
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09/28/2020