Neural Machine Translation improved the quality of translation models. However, conventional NMT systems cannot correctly translate rare words [2]. It is important to find a method of translating rare ...
The algorithm for byte pair encoding is pretty straightforward: it is about representing strings as arrays of bytes and iteratively compressing this representation by merging the most common pairs of ...
Large Language Models (LLMs) have significantly advanced natural language processing, but tokenization-based architectures bring notable limitations. These models depend on fixed-vocabulary tokenizers ...
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