UKPLab / deeplearning4nlp-tutorial
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
☆635Updated 7 years ago
Related projects: ⓘ
- Deep Learning for Natural Language Processing☆457Updated 5 years ago
- A list of datasets/corpora for NLP tasks, in reverse chronological order.☆920Updated 4 years ago
- Deep Learning and applications in Startups, CV, NLP☆799Updated 5 years ago
- Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016☆432Updated 7 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆539Updated 5 years ago
- Semantic Text Similarity Dataset Hub☆711Updated 6 years ago
- Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby☆601Updated 6 years ago
- A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)☆404Updated 6 years ago
- A Keras model that addresses the Quora Question Pairs dyadic prediction task.☆368Updated 7 years ago
- ☆389Updated 6 years ago
- ☆615Updated 7 years ago
- Introduction to Deep Learning for Natural Language Processing☆604Updated 4 years ago
- LSTM language model with CNN over characters☆826Updated 8 years ago
- Convolutional Neural Networks for Sentence Classification in Keras☆597Updated 5 years ago
- tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings☆437Updated 7 years ago
- Resources, datasets, papers on Question Answering☆670Updated last year
- ☆441Updated 5 years ago
- Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)☆651Updated 4 years ago
- Open-Source Neural Machine Translation in Tensorflow☆797Updated last year
- Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).☆237Updated 6 years ago
- Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe☆258Updated 5 years ago
- Some language modeling tools for Keras☆657Updated 6 years ago
- RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is rele…☆489Updated 5 years ago
- Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and…☆461Updated 5 years ago
- ☆472Updated 2 years ago
- Neural Attention Model for Abstractive Summarization☆913Updated 6 years ago
- NER system based on stack LSTMs☆336Updated 6 years ago
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,069Updated 3 years ago
- A list of Neural MT implementations☆358Updated 2 years ago
- Text classification using a convolutional neural network.☆448Updated 4 years ago