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nlp:tokenization [2024/06/28 03:47] – [Effects and Choice of Tokenization] jmflanignlp:tokenization [2024/07/12 03:28] (current) – [Miscellaneous Papers about Tokenization] jmflanig
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 ===== Miscellaneous Papers about Tokenization ===== ===== Miscellaneous Papers about Tokenization =====
   * [[https://aclanthology.org/2024.eacl-long.72.pdf|Christopoulou et al 2024 - Text-to-Code Generation with Modality-relative Pre-training]] Adds domain-specific tokens to a pretrained LM for text-to-code   * [[https://aclanthology.org/2024.eacl-long.72.pdf|Christopoulou et al 2024 - Text-to-Code Generation with Modality-relative Pre-training]] Adds domain-specific tokens to a pretrained LM for text-to-code
 +  * [[https://arxiv.org/pdf/2406.20086|Feucht et al 2024 - Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs]] Finds the implicit vocabulary in a Transformer decoder model
  
 ===== Stopwords ===== ===== Stopwords =====
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   * SentencePiece (does BPE and subword regularization): [[https://github.com/google/sentencepiece]] You don't need to run the Moses tokenizer first (see the [[https://aclanthology.org/D18-2012.pdf|paper]])   * SentencePiece (does BPE and subword regularization): [[https://github.com/google/sentencepiece]] You don't need to run the Moses tokenizer first (see the [[https://aclanthology.org/D18-2012.pdf|paper]])
   * [[https://github.com/glample/fastBPE|fastBPE]]: A fast C++ implementation of BPE   * [[https://github.com/glample/fastBPE|fastBPE]]: A fast C++ implementation of BPE
 +
 +===== Related Pages =====
 +  * [[Data Preparation]]
  
nlp/tokenization.1719546425.txt.gz · Last modified: 2024/06/28 03:47 by jmflanig
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