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 | 89 | 9.71% |
| Question Answering | 69 | 7.52% |
| Text Generation | 45 | 4.91% |
| Machine Translation | 30 | 3.27% |
| Natural Language Understanding | 27 | 2.94% |
| Sentiment Analysis | 20 | 2.18% |
| Reading Comprehension | 19 | 2.07% |
| Semantic Parsing | 17 | 1.85% |
| Abstractive Text Summarization | 17 | 1.85% |
BPE
