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集合主题趋势排行榜
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textcnn

Website
Wikipedia
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / text_classification

#自然语言处理#all kinds of text classification models and more with deep learning

classification自然语言处理fasttexttextcnntextrnnTensorflowmulti-labelmulti-classattention-mechanismtext-classificationconvolutional-neural-networkssentence-classification
Python 7.92 k
2 年前
https://static.github-zh.com/github_avatars/yongzhuo?size=40
yongzhuo / Keras-TextClassification

#自然语言处理#中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, R...

text-classificationKerasrcnnbert自然语言处理textcnnfasttextembeddingscapsulevdcnncrnnhanxlnetalberttransformer
Python 1.81 k
1 年前
https://static.github-zh.com/github_avatars/chenyuntc?size=40
chenyuntc / PyTorchText

#自然语言处理#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)

PyTorch自然语言处理textcnntextrnnfasttextlstm
Python 1.06 k
7 年前
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / bert_language_understanding

#自然语言处理#Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

bert-modellanguage-modelattention-is-all-you-needtransformer-encoderpre-traininglanguage-understandingtext-classificationdocument-classificationself-attentiontransfer-learning自然语言处理question-answeringtextcnnfasttext
Python 966
6 年前
https://static.github-zh.com/github_avatars/ShawnyXiao?size=40
ShawnyXiao / TextClassification-Keras

#自然语言处理#Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

text-classification自然语言处理Kerasfasttexttextcnntextrnnhanrcnn
Python 815
2 年前
https://static.github-zh.com/github_avatars/hellonlp?size=40
hellonlp / classifier-multi-label

多标签文本分类,多标签分类,文本分类, multi-label, classifier, text classification, BERT, seq2seq,attention, multi-label-classification

multi-label-classificationtext-classificationTensorflowmulti-labeltextcnncnnbertattentionseq2seq
Python 773
6 个月前
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

sentiment-analysisberttextcnnpre-trainlanguage-modelmulti-label-classificationonlinetext-classification
Jupyter Notebook 591
7 年前
https://static.github-zh.com/github_avatars/jasoncao11?size=40
jasoncao11 / nlp-notebook

#自然语言处理#NLP 领域常见任务的实现,包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

textcnnbilstm-crf-modelfasttext-embeddingstransformer-pytorchseq2seqgpt2text-classificationglove自然语言处理PyTorchbertbert-nerelectra
Python 533
2 年前
https://static.github-zh.com/github_avatars/hellonlp?size=40
hellonlp / sentiment-analysis

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

text-classificationTensorflowsentiment-analysisbertcnntextcnndict
Python 470
7 天前
https://static.github-zh.com/github_avatars/yongyehuang?size=40
yongyehuang / zhihu-text-classification

[2017知乎看山杯 多标签 文本分类] ye组(第六名) 解题方案

multi-labeltext-classificationTensorflowlstmtextcnnhan
Jupyter Notebook 404
7 年前
https://static.github-zh.com/github_avatars/kyzhouhzau?size=40
kyzhouhzau / NLPGNN

#自然语言处理#1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

tensorflow2bertgpt2albertbert-nertextcnntf2message-passinggcnGinGenerative Adversarial Networkgraph-convolutional-networksgraphsage自然语言处理gnn
Python 334
10 个月前
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / ai_law

all kinds of baseline models for long text classificaiton( text categorization)

人工智能lawfasttextattentiontextcnntext-classification
Python 287
6 年前
https://static.github-zh.com/github_avatars/luopeixiang?size=40
luopeixiang / textclf

TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。

sentiment-analysisdocument-classificationsvmlogistic-regressionPyTorchtextcnntextrnnbertconfigurableword2vecglove
Python 241
2 年前
https://static.github-zh.com/github_avatars/catqaq?size=40
catqaq / OpenTextClassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目,支持中英双语、多种模型、多种任务。

text-classificationPyTorchlstmgrutextcnnberternienaive-bayessvmtextrnntransformersmulti-label-classification
Python 208
1 年前
https://static.github-zh.com/github_avatars/stanleylsx?size=40
stanleylsx / text_classifier_tf2

Tensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。

word2vectextcnntensorflow2classificationpretrained-models
Python 176
7 个月前
https://static.github-zh.com/github_avatars/Renovamen?size=40
Renovamen / Text-Classification

#自然语言处理#PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

text-classificationhan自然语言处理fasttexttextcnnlstmcnndocument-classificationtransformer
Python 147
4 年前
https://static.github-zh.com/github_avatars/BeiCunNan?size=40
BeiCunNan / Sentiment_Analysis_Imdb

Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

sentiment-analysistext-classificationbertimdblstmtextcnn
Python 143
2 年前
https://static.github-zh.com/github_avatars/Doragd?size=40
Doragd / Text-Classification-PyTorch

#自然语言处理#Implementation of papers for text classification task on SST-1/SST-2

textcnntext-classificationsentiment-classification自然语言处理
Python 67
1 年前
https://static.github-zh.com/github_avatars/macanv?size=40
macanv / MQNLP

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

fasttexttextcnntextrnnlstmsequence-labelingnerpos-taggingsegment
Jupyter Notebook 53
7 年前
https://static.github-zh.com/github_avatars/JustinJiang1994?size=40
JustinJiang1994 / chinese-text-classifier

基于Keras的中文文本分类系统,支援多种模型架构和训练策略,实验数据为中文新闻分类文本cnews数据集。

text-classificationtextcnnlstm
Python 45
10 天前
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