airalcorn2 / Deep-Semantic-Similarity-ModelLinks
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
☆520Updated 8 years ago
Alternatives and similar repositories for Deep-Semantic-Similarity-Model
Users that are interested in Deep-Semantic-Similarity-Model are comparing it to the libraries listed below
Sorting:
- ☆183Updated 7 years ago
- Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and…☆460Updated 6 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆436Updated 3 years ago
- Sentence2vec by Rock☆312Updated 2 months ago
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow☆302Updated 6 years ago
- The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mech…☆286Updated 2 years ago
- A demo code for topical word embedding☆313Updated 7 years ago
- A Keras model that addresses the Quora Question Pairs dyadic prediction task.☆368Updated 7 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆245Updated 7 years ago
- An implementation of GloVe in TensorFlow☆291Updated 7 years ago
- A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks☆188Updated 8 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆465Updated last year
- Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).☆235Updated 7 years ago
- Tensorflow implementations of various Deep Semantic Matching Models (DSMM).☆228Updated 6 years ago
- ☆283Updated 7 years ago
- ☆306Updated 8 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆183Updated 7 years ago
- A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)☆403Updated 7 years ago
- Sequence to sequence learning using TensorFlow.☆389Updated 7 years ago
- ☆316Updated 2 years ago
- Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with …☆325Updated 6 years ago
- End-To-End Memory Network using Tensorflow☆343Updated 8 years ago
- A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks☆322Updated 4 years ago
- Text classification using a convolutional neural network.☆449Updated 5 years ago
- Tools for mapping a sentence with arbitrary length to vector space☆663Updated 10 years ago
- Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"☆186Updated 8 years ago
- Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms☆323Updated 5 years ago
- ☆298Updated 4 years ago
- ☆389Updated 7 years ago
- IRGAN SIGIR paper experimental code☆620Updated 2 years ago