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Search results for bert text classification
bert
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text-classification
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106 search results found
Nlp_chinese_corpus
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8,344
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Spark Nlp
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3,578
State of the Art Natural Language Processing
Kashgari
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2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Easynlp
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1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Keras Textclassification
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1,641
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,FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Nlp_xiaojiang
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1,129
自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Senten Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征
Bert4torch
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1,035
An elegent pytorch implement of transformers
Bert_seq2seq
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890
pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注
Bert Multi Label Text Classification
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761
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Classifier Multi Label
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548
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
M3tl
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544
BERT for Multitask Learning
Bertweet
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542
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Cluepretrainedmodels
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536
高质量中文预训练模型集合:最先进大模型、最快小模型、相似度专门模型
Sentiment_analysis_fine_grain
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504
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
Happy Transformer
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449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
Bertwithpretrained
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428
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
Pytextclassifier
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427
pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型
Bert For Sequence Labeling And Text Classification
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422
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
Nlp Notebook
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390
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
Textfooler
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376
A Model for Natural Language Attack on Text Classification and Inference
Bert4doc Classification
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353
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
Sentiment Analysis
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329
情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification
Fancy Nlp
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246
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
Backprop
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239
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Cybertron
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235
Cybertron: the home planet of the Transformers in Go
Pytorch Nlu
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226
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 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.
Parsbert
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222
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
Kevinpro Nlp Demo
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209
All NLP you Need Here. 目前包含15个NLP demo的pytorch实现(大量代码借鉴于其他开源项目,原先是自己玩的,后来干脆也开源出来)
Nsp Bert
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194
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
Chinese Text Classification Pytorch
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156
中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,Text DPCNN, Transformer,Bert,ERNIE),开箱即用!
Transformersdataaugmentation
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115
Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper
Multi Label_classification
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108
transform multi-label classification as sentence pair task, with more training data and information
Text Classification Demos
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106
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
Torchblocks
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99
A PyTorch-based toolkit for natural language processing
Dual Contrastive Learning
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95
Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"
Meta Learning Bert
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94
Meta learning with BERT as a learner
Marathinlp
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80
Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.
Textclassify_with_bert
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78
使用BERT模型做文本分类;面向工业用途
Tf Transformers
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76
State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
Bert Chinese Text Classification Pytorch
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68
This repo contains a PyTorch implementation of a pretrained BERT model for text classification.
Tacl
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63
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning (NAACL 2022)
Pytorch_bert_elmo_example
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62
A text classification example with Bert/ELMo/GloVe in pytorch
Transformers Keras
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61
Transformer-based models implemented in tensorflow 2.x(using keras).
Kwx
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57
BERT, LDA, and TFIDF based keyword extraction in Python
Trove
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57
Weakly supervised medical named entity classification
Keras_bert_classification
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47
Bert-classification and bert-dssm implementation with keras.
Zeroshot_topics
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47
Topic Inference with Zeroshot models
Wsdm Cup 2019
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46
[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
Text_bert_cnn
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44
在bert模型的pre_training基础上进行text_cnn文本分类
Bert Toxicity Classification
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44
bert on Jigsaw Unintended Bias in Toxicity Classification
Opentextclassification
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41
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。
Ernie Text Classification Pytorch
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41
This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.
Uda_pytorch
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40
UDA(Unsupervised Data Augmentation) implemented by pytorch
Text Similarity
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38
文本相似度(匹配)计算,提供Baseline、训练、推理、指标分析...代码包含TensorFlow
Macadam
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37
Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti
Text_and_audio_classification_with_bert
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37
Text Classification in Turkish Texts with Bert
Bert Sentence Similarity Pytorch
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36
This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.
Textgo
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33
Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!
Mongolian Text Classification
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31
Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.
Ganbert Pytorch
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31
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
Tensorflow Lite Examples Android
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31
Examples of Tensorflow Lite on Android
Amazon Ml Challenge2021
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28
Scripts and Approach for Amazon ML Challenge
Sentiment_analysis_imdb
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28
Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.
Pytorch_bert_chinese_text_classification
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26
基于pytorch+bert的中文文本分类
Bert_for_longer_texts
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25
BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.
Ml You Can Use
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24
Practical ML and NLP with examples.
Policy Data Analyzer
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22
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
Prompt_text_classification
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22
基于prompt的中文文本分类。
Mixup Text
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20
Exploring mixup strategies for text classification
Textclassificationbert
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20
🚀 基于PyTorch的BERT文本分类框架
Pytorch Distributed Nlp
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20
pytorch分布式训练
Ccf_2020_beike
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17
CCF BDCI 2020 房产行业聊天问答匹配赛道 A榜47/2985
Long Texts Sentiment Analysis Roberta
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16
PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.
Text Classification Pytorch
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16
Summary and comparison of Chinese classification models
Covid Q
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16
COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"
Protonet Bert Text Classification
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16
finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet
Multi Label Classification Of Pubmed Articles
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14
The traditional machine learning models give a lot of pain when we do not have sufficient labeled data for the specific task or domain we care about to train a reliable model. Transfer learning allows us to deal with these scenarios by leveraging the already existing labeled data of some related task or domain. We try to store this knowledge gained in solving the source task in the source domain and apply it to our problem of interest. In this work, I have utilized Transfer Learning utilizing
Text Classification
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14
A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn
Text_classification_baseline_code
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13
The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten Baseline for Text Classification".
Filipino Text Benchmarks
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13
Open-source benchmark datasets and pretrained transformer models in the Filipino language.
Knowledge_graph
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13
Knowledge Graph for Legal Documents using Litigation Releases from the SEC website. Classifies into different crimes, extracts relevant information (violator, violation, action taken by authorities and fines) and finally generates the knowledge graph.
Text2class
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13
Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
Vlsp2020 Fake News Detection
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12
Finetune multiple pre-trained Transformer-based models to solve Vietnamese Fake News Detection problem (ReINTEL) in VLSP2020 shared task
Agn
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12
Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)
Pythorch Text Classification
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11
对豆瓣影评进行文本分类情感分析,利用爬虫豆瓣爬取评论,进行数据清洗,分词,采用BERT、CNN、LS project for text classification, based on torch 1.7.1
Pytorch Architectures
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11
PyTorch implementation of Deep-Learning Architectures
Augmentedsocialscientist
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10
A package to easily train Bert-like models for text classification
Text Cls
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8
此开源hub是基于Tensorflow2.x的文本分类任务等项目
Bert_text_classifier
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8
Text Classification with BERT
Bertsentimentclassification
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7
BERT Sentiment Classification on the Large Movie Review Dataset.
Bert Text Classification J
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7
Load Tensorflow pb file using Bert/TextCNNs, an ensemble model in Java.
Taggpt
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6
TagGPT: A simple ChatGPT based multimodal dialog generation engine that can "see/draw" and "hear/speak"
Magnet Multi Label Text Classi Cation Using Attention Based Graph Neural Network
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6
This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.
Ensemble Roberta Fasttext Vietnamese
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6
Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.
Multi Label Text Classification For Chinese
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6
pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
Bert Jittor
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6
A BERT model built with Jittor | 计图版 BERT 模型 | 计图 NLP 教程
Langml
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6
A Keras-based and TensorFlow-backend NLP Models Toolkit.
Albert Text Classification
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6
ALBERT Text Classification Tensorflow, Resume Classification
Simpleclassification
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6
Simple Text Classification[WIP]
Roberta4keras
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6
An English RoBERTa based on bert4keras
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