Tokenizers
SentencePiece
Introduced by Kudo et al. in SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingSentencePiece is a subword tokenizer and detokenizer for natural language processing. It performs subword segmentation, supporting the byte-pair-encoding (BPE) algorithm and unigram language model, and then converts this text into an id sequence guarantee perfect reproducibility of the normalization and subword segmentation.
Source: SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Language Modelling | 91 | 8.13% |
| Language Modeling | 74 | 6.61% |
| Question Answering | 47 | 4.20% |
| Sentence | 44 | 3.93% |
| Decoder | 41 | 3.66% |
| Text Generation | 32 | 2.86% |
| Translation | 31 | 2.77% |
| Machine Translation | 29 | 2.59% |
| Retrieval | 26 | 2.32% |
BPE
