zackhy / TextClassification
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
☆206Updated 6 years ago
Alternatives and similar repositories for TextClassification:
Users that are interested in TextClassification are comparing it to the libraries listed below
- 自注意力与文本分类☆119Updated 6 years ago
- Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.☆265Updated 7 years ago
- Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)☆434Updated 6 years ago
- Multilabel classification based on TextCNN and Attention☆77Updated 4 years ago
- Hierarchical BiLSTM CNN using Keras☆76Updated 6 years ago
- Tensorflow+bilstm+attention+multi label text classify☆121Updated 6 years ago
- Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)☆151Updated 6 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated 6 months ago
- Keras Implementation of Aspect based Sentiment Analysis☆150Updated 5 years ago
- About Muti-Label Text Classification Based on Neural Network.☆555Updated 4 years ago
- ☆75Updated 6 years ago
- LSTM+CRF NER☆302Updated 6 years ago
- semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.☆155Updated 7 years ago
- 利用keras搭建的胶囊网络（capsule network文本分类模型，包含RNN、CNN、HAN等，其中keras_utils包含了capsule层和attention层的keras实现☆77Updated 6 years ago
- A sequence-to-sequence framework of Keras-based generative attention mechanisms that humans can read.一个人类可以阅读的基于Keras的代注意力机制的序列到序列的框架/模型，…☆18Updated 6 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆465Updated 10 months ago
- Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs☆361Updated 4 years ago
- SVM, FastText, TextCNN, BiGRU, CNN-BiGRU在短分本分类上的对比☆83Updated 6 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 5 years ago
- Industry chain data test：Sentence classify Bi-GRU-att☆21Updated 6 years ago
- ☆134Updated 2 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 5 years ago
- hierarchical attention model☆101Updated 7 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆189Updated 4 years ago
- tensorflow TxetCnn TextRNN 使用Textcnn、Textrnn对文本进行分类☆58Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆308Updated 7 years ago
- Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...☆192Updated 5 years ago
- Tensorflow implementation of Attention-based Bidirectional RNN text classification.☆26Updated 6 years ago
- Multi Label text classification using bert☆154Updated 5 years ago