Beast code in Giters

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Language:Python6260 196 661

ChineseNlpCorpus

搜集、整理、发布中文自然语言处理语料/数据集，与有志之士共同促进中文自然语言处理的发展。

Language:Jupyter Notebook5730 118 24

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

MIT5721 177 15

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Language:PythonNOASSERTION5455 115 653

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Language:PythonMIT5210 35 117

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

Language:PythonMIT3883 20 189

py-googletrans

(unofficial) Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.

Language:PythonMIT3801 73 305

YoudaoTranslator

Alfred Youdao Translate Workflow

Language:JavaScript3397 40 138

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

Language:C++NOASSERTION3139 59 286

DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

Language:PythonApache-2.02918 45 135

longformer

Longformer: The Long-Document Transformer

Language:PythonApache-2.02007 42 228

NeuralNLP-NeuralClassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

Language:PythonNOASSERTION1805 66 106

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

Language:PythonBSD-3-Clause1383 22 38

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

Language:PythonApache-2.01340 15 90

PyTorchText

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Language:PythonMIT1057 47 13

ERNIE-Pytorch

ERNIE Pytorch Version

Language:PythonMIT907 14 69

img2vec

:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image

Language:PythonMIT575 13 24

chinese_text_cnn

TextCNN Pytorch实现中文文本分类情感分析

Language:Python573 6 15

Text-Similarity

Text-Similarity Method in Pytorch

Language:Python465 13 4

CogLTX

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

Language:PythonMIT265 3 22

text-classification-demos

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Language:Python191 7 5

Textclassification

several methods for text classification

Language:Python188 6 6

longformer-chinese

chinese version of longformer

Language:Python106 3 18

dfa-python-filter

基于dfa的python敏感词过滤算法

Language:Python26 10