Papers with Tokenization quality varies
TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages (2026.acl-demo)
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| Challenge: | Tokenization quality varies significantly across languages, leading to disparities in LLM performance and cost for speakers of less-resourced languages. |
| Approach: | They propose a Python-based evaluation framework and a JavaScript visualization interface that evaluates tokenizers in a variety of languages. |
| Outcome: | TokCollate is an evaluation framework for tokenizers with a JavaScript visualization interface. |