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albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

babelnet-sememe-prediction

Code and data of the AAAI-20 paper "Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets"

bert

TensorFlow code and pre-trained models for BERT

bert_classification

利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

blse

Joint Bilingual Sentiment Embeddings and Classifier

bo-constituency-analysis

Constituency analysis of Tibetan sentences

bo-eng-machine-transation

Tibetan to English Machine Translation

bonlp-dataset

Tibetan NLP training dataset for various NLP task

bonltk

BoNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Bokey, Tibetan language.

bophono

Tibetan phonetics engine in Python

bospell

An application of PyBo to Tibetan Spell-Checking

botok

🏷 བོད་རྟོགས། [pʰøtɔk̚] Tibetan word tokenizer in Python

c0a2dd042

A parallel corpus to train machine translation models

canon-freq

Tibetan canon segmented and tagged for frequency analysis

charbert

CharBERT: Character-aware Pre-trained Language Model (COLING2020)

cogltx

covost

CoVoST: A Large-Scale Multilingual Speech-To-Text Translation Corpus (CC0 Licensed)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fasttext

Library for fast text representation and classification.

language-models

Neural language model using 3-layer LSTM with RNN baseline (ppl ~= 150)

lotclass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

lstm_next_sequence_prediction

implement recurrent neural network and long short-term memory network from scratch without frameworks

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

multilingual-text-classification--xlm-roberta

To build multilingual models with English-only training data to find the toxicity among Mutilingual Comments

muse

A library for Multilingual Unsupervised or Supervised word Embeddings

namsel

An OCR application focused on machine-print Tibetan text

nlp-beginner

NLP上手教程

nlpcc-wordseg-weibo