<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/the-core-idea-tokenization-as-probabilistic-modeling</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/training-the-em-algorithm</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/viterbi-decoding-finding-the-best-segmentation</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/sampling-segmentations-subword-regularization</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/unigram-vs-bpe-a-conceptual-comparison</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/worked-example-segmenting-a-word</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/code-implementation</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/sentencepiece-unigram-in-production</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/limitations-and-impact</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/summary</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/unigram-language-model-tokenization/quiz</loc><lastmod>2026-02-14T21:41:49.000Z</lastmod></url></urlset>