bwallace / CNN-for-text-classification
A simple CNN implementation in Keras.
☆30Updated 8 years ago
Alternatives and similar repositories for CNN-for-text-classification:
Users that are interested in CNN-for-text-classification are comparing it to the libraries listed below
- A keras implementation of our CNNs with rationales☆48Updated 6 years ago
- Recurrent versus Recursive Approaches Towards Compositionality in Semantic Vector Spaces.☆13Updated 3 years ago
- A simple implementation of CNN based text classification in Pytorch☆65Updated 8 years ago
- ☆35Updated 7 years ago
- Kaggle-Bag of Words Meets Bags of Popcorn☆23Updated 9 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆76Updated 8 years ago
- implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow☆55Updated 8 years ago
- Library to train parallel-aligned sequence data based on Keras☆51Updated 8 years ago
- Benchmarking text classification algorithms☆64Updated 7 years ago
- My solution for the Kaggle "Allen AI science challenge"☆48Updated 9 years ago
- Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)☆76Updated 8 years ago
- Non-distributional linguistic word vector representations.☆62Updated 7 years ago
- Molding CNNs for text (http://arxiv.org/abs/1508.04112)☆85Updated 8 years ago
- ☆18Updated 8 years ago
- Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015)☆28Updated 9 years ago
- ☆20Updated 7 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 8 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Augmenting word embeddings with their surrounding context using bidirectional RNN☆60Updated 5 years ago
- Code base for representation learning of very short texts, such as tweets. By Cedric De Boom, IBCN, Ghent University, Belgium.☆36Updated 9 years ago
- Structured Neural Networks for NLP: From Idea to Code☆59Updated 8 years ago
- Variants of Multi-Perspective Convolutional Neural Networks☆22Updated last year
- GloVe Word Embedding model's implementation in theano☆36Updated 7 years ago
- My solution for Kagge Allen AI Challenge ( 3rd place )☆19Updated 9 years ago
- Topic Modelling for Humans☆40Updated 7 years ago
- Awesome deep learning based NLP papers and survey, also some awesome machine learning/vision material☆21Updated 8 years ago
- BiLSTM-CRF for sequence labeling in Dynet☆80Updated 7 years ago
- TensorFlow implementation of convolutional neural network for sentence classification tasks☆81Updated 8 years ago
- ☆43Updated 9 years ago
- Semantic Similarity Measurement of Texts using Convolutional Neural Networks (He et al., EMNLP 2015)☆43Updated 7 years ago