text2textText2Text: Cross-lingual natural language processing and generation toolkit
Stars: ✭ 188 (+452.94%)
Mutual labels: transformers, embeddings, bert
Pytorch-NLUPytorch-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、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 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 ta…
Stars: ✭ 151 (+344.12%)
Mutual labels: text-classification, transformers, bert
TorchBlocksA PyTorch-based toolkit for natural language processing
Stars: ✭ 85 (+150%)
Mutual labels: text-classification, transformers, bert
text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
Stars: ✭ 15 (-55.88%)
Mutual labels: text-classification, transformers, bert
policy-data-analyzerBuilding 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.
Stars: ✭ 22 (-35.29%)
Mutual labels: text-classification, transformers, bert
backpropBackprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Stars: ✭ 229 (+573.53%)
Mutual labels: text-classification, transformers, bert
Spark NlpState of the Art Natural Language Processing
Stars: ✭ 2,518 (+7305.88%)
Mutual labels: text-classification, transformers, bert
tf-faster-rcnnTensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones
Stars: ✭ 88 (+158.82%)
Mutual labels: keras-tensorflow, tensorflow2
ganbert-pytorchEnhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
Stars: ✭ 60 (+76.47%)
Mutual labels: text-classification, bert
gcnn kerasGraph convolution with tf.keras
Stars: ✭ 47 (+38.24%)
Mutual labels: keras-tensorflow, tensorflow2
small-textActive Learning for Text Classification in Python
Stars: ✭ 241 (+608.82%)
Mutual labels: text-classification, transformers
SentimentAnalysis(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
Stars: ✭ 40 (+17.65%)
Mutual labels: embeddings, bert
GoEmotions-pytorchPytorch Implementation of GoEmotions 😍😢😱
Stars: ✭ 95 (+179.41%)
Mutual labels: transformers, bert
NSP-BERTThe code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
Stars: ✭ 166 (+388.24%)
Mutual labels: text-classification, bert
G-SimCLRThis is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
Stars: ✭ 69 (+102.94%)
Mutual labels: keras-tensorflow, tensorflow2
muse-as-serviceREST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.
Stars: ✭ 45 (+32.35%)
Mutual labels: embeddings, bert
ParsBigBirdPersian Bert For Long-Range Sequences
Stars: ✭ 58 (+70.59%)
Mutual labels: transformers, bert
WSDM-Cup-2019[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
Stars: ✭ 62 (+82.35%)
Mutual labels: text-classification, bert
tttA package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+
Stars: ✭ 35 (+2.94%)
Mutual labels: transformers, tensorflow2
