mhjabreel / word2vec_theano
The implementation of Word2Vec (SkipGram - and CBOW) models using theano and numpy
☆27Updated 8 years ago
Alternatives and similar repositories for word2vec_theano:
Users that are interested in word2vec_theano are comparing it to the libraries listed below
- GloVe Word Embedding model's implementation in theano☆36Updated 7 years ago
- A convolutional neural network library for NLP.☆60Updated 7 years ago
- A simple CNN implementation in Keras.☆30Updated 8 years ago
- Structured Neural Networks for NLP: From Idea to Code☆59Updated 8 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 7 years ago
- Question Answering Using Memory Networks (CS224D Project)☆47Updated 9 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 8 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Updated 8 years ago
- Distributed LDA, takes raw text as input and outputs topic word table.☆16Updated 8 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆41Updated 9 years ago
- Train a CRF for syntactic chunking (CoNLL2000), and use word representations☆43Updated 15 years ago
- Word vectors☆64Updated 6 years ago
- ☆29Updated 9 years ago
- Implementation of Word Embedding-based Antonym Detection using Thesauri and Distributional Information in NAACL2015☆35Updated 2 years ago
- Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings☆52Updated 8 years ago
- A collection of documents and materials for the EMNLP-2015 Semantic Similarity tutorial☆30Updated 9 years ago
- Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.☆39Updated 8 years ago
- Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017☆53Updated 6 years ago
- Library to train parallel-aligned sequence data based on Keras☆51Updated 7 years ago
- Python code for training Paragram word embeddings. These achieve human-level performance on some word similiarty tasks including SimLex-9…☆30Updated 9 years ago
- Slides/code for the Lisbon machine learning school 2017☆28Updated 7 years ago
- TensorFlow implementation of convolutional neural network for sentence classification tasks☆81Updated 7 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆76Updated 8 years ago
- ☆16Updated 9 years ago
- Environment that can be used to evaluate reasoning capabilities of artificial agents☆27Updated 7 years ago
- This is a repository for machine translation with open license.☆24Updated 9 years ago
- ☆20Updated 6 years ago
- Recurrent Neural Network language modeling toolkit☆38Updated 11 years ago
- ☆44Updated 9 years ago
- various simple RNNs trained on synthetic grammars☆30Updated 9 years ago