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 | 97 | 9.77% |
| Question Answering | 60 | 6.04% |
| Sentence | 48 | 4.83% |
| Text Generation | 40 | 4.03% |
| Translation | 32 | 3.22% |
| Retrieval | 29 | 2.92% |
| Machine Translation | 28 | 2.82% |
| Natural Language Understanding | 19 | 1.91% |
| Sentiment Analysis | 18 | 1.81% |
BPE
