Hierarchical Paragraph Vectors
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Updated
Sep 21, 2015 - Python
Hierarchical Paragraph Vectors
Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings
A script to perform a word embeddings clustering using the K-Means algorithm
Classification of Recipes into Cuisines based on Ingredients using word embeddings
scikit-learn wrapper for gensim's doc2vec implementation
Efficiently use frozen word embeddings outside Keras models
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
SIGIR 2017: Embedding-based query expansion for weighted sequential dependence retrieval model
Code and data for the paper: 'Word Embeddings for the Construction Domain'
An attempt at implementing a variety of NLP programmes using Pytorch based off of the Pytorch tutorials
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
Text classifier
Simple Python wrapper around Facebook fastText
Code for the 5th place solution by team "A Pure Logical Approach" for the Allen AI Science QA Kaggle Challenge
Bengali Word Embedding
Experiments on Neural Language Embeddings
Position-Sensitive Word Mover's Distance
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors" in pytorch
Regulatory Interaction and Growth Condition Extraction System
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