Japanese Long-Unit-Word Tokenizer with RemBertTokenizerFast of Transformers

Koichi Yasuoka

Last update: Dec 22, 2021

Related tags

Text Data & NLP Japanese-LUW-Tokenizer

Overview

Japanese-LUW-Tokenizer

Japanese Long-Unit-Word (国語研長単位) Tokenizer for Transformers based on 青空文庫

Basic Usage

>>> from transformers import RemBertTokenizerFast
>>> tokenizer=RemBertTokenizerFast.from_pretrained("Japanese-LUW-Tokenizer")
>>> tokenizer.tokenize("全学年にわたって小学校の国語の教科書に大量の挿し絵が用いられている")
['全', '学年', 'にわたって', '小学校', 'の', '国語', 'の', '教科書', 'に', '大量', 'の', '挿し', '絵', 'が', '用い', 'られ', 'ている']

Installation

pip3 install 'transformers>=4.10.0' --user
git clone --depth=1 https://github.com/KoichiYasuoka/Japanese-LUW-Tokenizer

Unsupervised text tokenizer focused on computational efficiency

YouTokenToMe YouTokenToMe is an unsupervised text tokenizer focused on computational efficiency. It currently implements fast Byte Pair Encoding (BPE)

718 Feb 18, 2021

iBOT: Image BERT Pre-Training with Online Tokenizer

Image BERT Pre-Training with iBOT Official PyTorch implementation and pretrained models for paper iBOT: Image BERT Pre-Training with Online Tokenizer.

435 Jan 6, 2023

Train BPE with fastBPE, and load to Huggingface Tokenizer.

BPEer Train BPE with fastBPE, and load to Huggingface Tokenizer. Description The BPETrainer of Huggingface consumes a lot of memory when I am training

1 Dec 23, 2021

Tokenizer - Module python d'analyse syntaxique et de grammaire, tokenization

Tokenizer Le Tokenizer est un analyseur lexicale, il permet, comme Flex and Yacc par exemple, de tokenizer du code, c'est à dire transformer du code e

1 Aug 15, 2022

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Transformer Embedder A Word Level Transformer layer based on PyTorch and 🤗 Transformers. How to use Install the library from PyPI: pip install transf

27 Nov 20, 2022

Code for producing Japanese GPT-2 provided by rinna Co., Ltd.

japanese-gpt2 This repository provides the code for training Japanese GPT-2 models. This code has been used for producing japanese-gpt2-medium release

491 Jan 7, 2023

Sentence boundary disambiguation tool for Japanese texts (日本語文境界判定器)

Bunkai Bunkai is a sentence boundary (SB) disambiguation tool for Japanese texts. Quick Start $ pip install bunkai $ echo -e '宿を予約しました♪!まだ2ヶ月も先だけど。早すぎ

160 Dec 23, 2022

A fast Text-to-Speech (TTS) model. Work well for English, Mandarin/Chinese, Japanese, Korean, Russian and Tibetan (so far). 快速语音合成模型，适用于英语、普通话/中文、日语、韩语、俄语和藏语（当前已测试）。

简体中文 | English 并行语音合成 [TOC] 新进展 2021/04/20 合并 wavegan 分支到 main 主分支，删除 wavegan 分支！ 2021/04/13 创建 encoder 分支用于开发语音风格迁移模块！ 2021/04/13 softdtw 分支支持使用 Sof

161 Dec 19, 2022

Japanese synonym library

chikkarpy chikkarpyはchikkarのPython版です。 chikkarpy is a Python version of chikkar. chikkarpy は Sudachi 同義語辞書を利用し、SudachiPyの出力に同義語展開を追加するために開発されたライブラリです。

48 Dec 14, 2022

Owner

Koichi Yasuoka

Professor of Digital Humanities

GitHub

A Japanese tokenizer based on recurrent neural networks

Nagisa is a python module for Japanese word segmentation/POS-tagging. It is designed to be a simple and easy-to-use tool. This tool has the following

325 Jan 5, 2023

This Project is based on NLTK It generates a RANDOM WORD from a predefined list of words, From that random word it read out the word, its meaning with parts of speech , its antonyms, its synonyms

This Project is based on NLTK(Natural Language Toolkit) It generates a RANDOM WORD from a predefined list of words, From that random word it read out the word, its meaning with parts of speech , its antonyms, its synonyms

2 Nov 17, 2021

jel - Japanese Entity Linker - is Bi-encoder based entity linker for japanese.

jel: Japanese Entity Linker jel - Japanese Entity Linker - is Bi-encoder based entity linker for japanese. Usage Currently, link and question methods

10 Jan 6, 2023

Analyse japanese ebooks using MeCab to determine the difficulty level for japanese learners

japanese-ebook-analysis This aim of this project is to make analysing the contents of a japanese ebook easy and streamline the process for non-technic

14 Jul 23, 2022

Yomichad - a Japanese pop-up dictionary that can display readings and English definitions of Japanese words

Yomichad is a Japanese pop-up dictionary that can display readings and English definitions of Japanese words, kanji, and optionally named entities. It is similar to yomichan, 10ten, and rikaikun in spirit, but targets qutebrowser.

7 Nov 7, 2022

Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

186 Dec 24, 2022

This is a Python binding to the tokenizer Ucto. Tokenisation is one of the first step in almost any Natural Language Processing task, yet it is not always as trivial a task as it appears to be. This binding makes the power of the ucto tokeniser available to Python. Ucto itself is regular-expression based, extensible, and advanced tokeniser written in C++ (http://ilk.uvt.nl/ucto).

Ucto for Python This is a Python binding to the tokeniser Ucto. Tokenisation is one of the first step in almost any Natural Language Processing task,

27 Dec 14, 2022

Japanese Long-Unit-Word Tokenizer with RemBertTokenizerFast of Transformers

Related tags

Overview

Japanese-LUW-Tokenizer

Basic Usage

Installation

You might also like...

Unsupervised text tokenizer focused on computational efficiency

iBOT: Image BERT Pre-Training with Online Tokenizer

Train BPE with fastBPE, and load to Huggingface Tokenizer.

Tokenizer - Module python d'analyse syntaxique et de grammaire, tokenization

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Code for producing Japanese GPT-2 provided by rinna Co., Ltd.

Sentence boundary disambiguation tool for Japanese texts (日本語文境界判定器)

A fast Text-to-Speech (TTS) model. Work well for English, Mandarin/Chinese, Japanese, Korean, Russian and Tibetan (so far). 快速语音合成模型，适用于英语、普通话/中文、日语、韩语、俄语和藏语（当前已测试）。

Japanese synonym library

Owner

Koichi Yasuoka

A Japanese tokenizer based on recurrent neural networks

This Project is based on NLTK It generates a RANDOM WORD from a predefined list of words, From that random word it read out the word, its meaning with parts of speech , its antonyms, its synonyms

jel - Japanese Entity Linker - is Bi-encoder based entity linker for japanese.

Analyse japanese ebooks using MeCab to determine the difficulty level for japanese learners

Yomichad - a Japanese pop-up dictionary that can display readings and English definitions of Japanese words

Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Unsupervised text tokenizer for Neural Network-based text generation.

Unsupervised text tokenizer focused on computational efficiency

Unsupervised text tokenizer for Neural Network-based text generation.