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Top repositories

1

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
9,322
star
2

text_classification

all kinds of text classification models and more with deep learning
Python
7,806
star
3

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Python
3,918
star
4

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese
Python
2,573
star
5

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Python
960
star
6

sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
Jupyter Notebook
589
star
7

nlu_sim

all kinds of baseline models for sentence similarity 句子对语义相似度模型
Python
296
star
8

ai_law

all kinds of baseline models for long text classificaiton( text categorization)
Python
276
star
9

xlnet_zh

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large
Python
228
star
10

multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information
Python
178
star
11

slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling
Python
177
star
12

bert_customized

bert with customized features
Python
25
star
13

deep_learning_by_andrew_ng_coursera

deep learning specialization by andrew ng though deeplearning.ai on coursera
HTML
23
star
14

machine_reading_comprehension

machine reading comprehension with deep learning
Python
20
star
15

machine_translation

Machine translation using deep learning with lstm,cnn,attention,beam search and so on.
Python
20
star
16

cs224d_DeepLearningForNLP

Deep Learning for Nature Language Processing at Standford
Python
13
star
17

name_entity_recognition

Name Entity Recognition with DNN
Python
10
star
18

dynamic_pointer_network

an implementation of Pointer Network using tensorflow
Python
9
star
19

machine_learning

machine learning applied to NLP without deep learning
Python
8
star
20

question_answering_with_context

models of question answering with context and it's application
4
star
21

MachineLearningNanoDegreeUdacity

Machine Learning Nano Degree at Udacity.com
HTML
4
star
22

cs229_MachineLearning_AndrewNg_Coursera

Machine Learning from Andrew Ng at coursera.org with Standford
Limbo
3
star
23

bert_original

just fork from bert, add some config files
Python
2
star
24

cs231n_Convolutional-Neural-Networks-for-Visual-Recognition

Convolutional Net for Computer Recognition at Standford: My Own Code
Jupyter Notebook
2
star
25

deep_learning_book_notes

The key points of deep learning book, write as notes.
1
star