Awesome Open Source

Programming Languages

Search results for classification bert

classification x

78 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Uer Py ⭐ 2,802

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Kashgari ⭐ 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.

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Keras Textclassification ⭐ 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 Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Source code of K-BERT (AAAI2020)

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Detoxify ⭐ 774

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Bert Multi Label Text Classification ⭐ 761

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Neural Network Compression Framework for enhanced OpenVINO™ inference

Sentiment_analysis_fine_grain ⭐ 504

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

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Demo Chinese Text Binary Classification With Bert ⭐ 219

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Ccf_2020_qa_match ⭐ 153

ccf 2020 qa match competition top1

Ganbert ⭐ 127

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Transformersdataaugmentation ⭐ 115

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Multi Label_classification ⭐ 108

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

Text Classification Demos ⭐ 106

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

Toolkit4nlp ⭐ 92

Bert Relation Classification ⭐ 88

A pytorch implementation of BERT-based relation classification

Bert Event Extraction ⭐ 80

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

Bert Chinese Text Classification Pytorch ⭐ 68

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Kaggle Quora Insincere Questions Classification ⭐ 64

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2t Encoder方案

Embedding_study ⭐ 64

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

De Limit ⭐ 61

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

Clue_pytorch ⭐ 61

CLUE baseline pytorch CLUE的pytorch版本基线

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Korpatbert ⭐ 52

특허분야 특화된 한국어 AI언어모델 KorPatBERT

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Keras_bert_classification ⭐ 47

Bert-classification and bert-dssm implementation with keras.

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Bert Toxicity Classification ⭐ 44

bert on Jigsaw Unintended Bias in Toxicity Classification

Ernie Text Classification Pytorch ⭐ 41

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

Easy Bert ⭐ 38

easy-bert是一个中文NLP工具，提供诸多bert变体调用和调参方法，极速上手；清晰的设计和代

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

Bert Classification Tf Serving ⭐ 33

Use BERT to train a classification model and deploy the model by tensorflow serving

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Mongolian Text Classification ⭐ 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.

Bert_attn_viz ⭐ 25

Visualize BERT's self-attention layers on text classification tasks

Pyeurovoc ⭐ 22

Legal document classification with EuroVoc descriptors on 22 languages.

Bert Sentiment ⭐ 20

Fine-grained Sentiment Classification Using BERT

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Finetune_bert ⭐ 19

finetune with keras

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

Protonet Bert Text Classification ⭐ 16

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Text2class ⭐ 13

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Filipino Text Benchmarks ⭐ 13

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

Kobert Nsmc ⭐ 13

Naver movie review sentiment classification with KoBERT

Knowledge_graph ⭐ 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.

Jd2skills Bert Xmlc ⭐ 12

Code and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework

Predicting Subjective Features On Qa Websites ⭐ 11

Paper: "Predicting Subjective Features from Questions on QA Websites using BERT"

Malay Fake News Classification ⭐ 10

Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.

Bert_text_classifier ⭐ 8

Text Classification with BERT

Multi Label Text Classification For Chinese ⭐ 6

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

Albert Text Classification ⭐ 6

ALBERT Text Classification Tensorflow, Resume Classification

Bert Disaster Classification Capsule Routing ⭐ 6

Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).

Vietnamese Stock Article Classification ⭐ 5

Sentiment-based classification for stock article title using PhoBert

Bow Vs Bert Classification ⭐ 5

Comparing traditional classifiers with bag-of-words approach to BERT for text classification

Math Solver ⭐ 5

Classifier for math word problems using deep learning

Natural Language Processing of academic papers for dataset indexing

Auto Hashtag Of Social Posts ⭐ 5

📚 Generate hashtags via advanced multi-label classification model

Bert Examples ⭐ 5

Fine Tuning BERT for Text Classification and Question Answering Using TensorFlow & PyTorch Frameworks

Related Searches

Python Classification (6,181)

Jupyter Notebook Classification (3,847)

Machine Learning Classification (2,529)

Dataset Classification (1,516)

Deep Learning Classification (1,256)

Tensorflow Classification (1,082)

Classification Convolutional Neural Networks (1,007)

Neural Network Classification (906)

Python Text Classification (893)

Pytorch Classification (893)

1-78 of 78 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.