brightmart / text_classification
all kinds of text classification models and more with deep learning
☆7,882Updated last year
Alternatives and similar repositories for text_classification:
Users that are interested in text_classification are comparing it to the libraries listed below
- Facilitating the design, comparison and sharing of deep text matching models.☆3,849Updated 5 months ago
- Implementation of BERT that could load official pre-trained models for feature extraction and prediction☆2,426Updated 2 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,180Updated last year
- Named Entity Recognition (LSTM + CRF) - Tensorflow☆1,946Updated 4 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,945Updated 2 years ago
- Convolutional Neural Network for Text Classification in Tensorflow☆5,651Updated 9 months ago
- An Open-source Neural Hierarchical Multi-label Text Classification Toolkit☆1,868Updated last year
- Deep Learning NLP Pipeline implemented on Tensorflow☆1,349Updated 3 months ago
- Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)☆2,956Updated 5 years ago
- Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includ…☆2,394Updated 4 months ago
- CNNs for sentence classification☆2,045Updated 6 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services☆4,756Updated 3 years ago
- CNN-RNN中文文本分类，基于TensorFlow☆4,183Updated 9 months ago
- Pre-trained ELMo Representations for Many Languages☆1,461Updated 3 years ago
- bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目☆1,849Updated 3 years ago
- An Open-Source Package for Neural Relation Extraction (NRE)☆4,368Updated last year
- An open-source NLP research library, built on PyTorch.☆11,782Updated 2 years ago
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,892Updated 2 years ago
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,620Updated last year
- Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.☆1,704Updated last year
- A curated list of pretrained sentence and word embedding models☆2,242Updated 3 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆963Updated 6 years ago
- Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0☆1,785Updated 4 years ago
- Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings☆1,414Updated 4 years ago
- 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（…☆1,794Updated 7 months ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,244Updated 10 months ago
- A Toolkit for Industrial Topic Modeling☆2,639Updated 3 years ago
- Text Classification Algorithms: A Survey☆1,808Updated 3 months ago
- fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.☆3,080Updated last year
- Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimo…☆6,335Updated 4 months ago