facebookarchive / bAbI-tasksLinks
Task generation for testing text understanding and reasoning
☆905Updated 6 years ago
Alternatives and similar repositories for bAbI-tasks
Users that are interested in bAbI-tasks are comparing it to the libraries listed below
Sorting:
- Question answering dataset featured in "Teaching Machines to Read and Comprehend☆1,297Updated 8 years ago
- Memory Networks implementations☆1,755Updated 4 years ago
- Neural Attention Model for Abstractive Summarization☆917Updated 7 years ago
- "End-To-End Memory Networks" in Tensorflow☆827Updated 8 years ago
- End-To-End Memory Networks for bAbI question-answering tasks☆577Updated 6 years ago
- ☆834Updated 7 years ago
- LSTM language model with CNN over characters☆829Updated 8 years ago
- [Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering☆477Updated 7 years ago
- Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind☆407Updated 8 years ago
- A list of datasets/corpora for NLP tasks, in reverse chronological order.☆924Updated 5 years ago
- Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)☆886Updated 7 years ago
- RNN for Spoken Language Understanding☆428Updated 5 years ago
- ☆473Updated 3 years ago
- Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016☆433Updated 8 years ago
- An open-source tool for sequence learning in NLP built on TensorFlow.☆413Updated 5 years ago
- Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285☆329Updated 8 years ago
- Character-level Convolutional Networks for Text Classification☆850Updated 5 years ago
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,051Updated 5 years ago
- Sequence-to-sequence model with LSTM encoder/decoders and attention☆1,274Updated 4 years ago
- Recurrent Neural Network library for Torch7's nn☆945Updated 7 years ago
- ☆674Updated 6 years ago
- "Neural Turing Machine" in Tensorflow☆1,046Updated 8 years ago
- A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.☆664Updated last year
- A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)☆403Updated 7 years ago
- Code for "Learning to Generate Reviews and Discovering Sentiment"☆1,514Updated last year
- RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is rele…☆490Updated 5 years ago
- ☆617Updated 8 years ago
- A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)☆580Updated 5 years ago
- Deep Learning for Natural Language Processing☆458Updated 6 years ago
- TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".☆273Updated 7 years ago