Yoctol / seq2vecLinks
Transform sequence of words into a fix-length representation vector
☆67Updated 7 years ago
Alternatives and similar repositories for seq2vec
Users that are interested in seq2vec are comparing it to the libraries listed below
Sorting:
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆146Updated 2 years ago
- Augmenting word embeddings with their surrounding context using bidirectional RNN☆60Updated 5 years ago
- ☆188Updated 7 years ago
- Code for my blog post☆50Updated 7 years ago
- word2vec uisng keras inside gensim☆206Updated 9 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- PyTorch implementation of StarSpace as described in "StarSpace: Embed All The Things!" by Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adam…☆51Updated 7 years ago
- Layer normalization implemented in Keras☆60Updated 3 years ago
- Some customized keras layers used in Yoctol NLU.☆19Updated 8 years ago
- Deep neural network based model for sequence to sequence classification☆76Updated 7 years ago
- Neural Tensor Network Implementation as a keras layer☆59Updated 8 years ago
- LSTM and Hierarchical Attention Network on DSVM☆41Updated 8 years ago
- Deep-Learning Model Exploration and Development for NLP☆244Updated last year
- Tensorflow implementation of Facebook TagSpace☆74Updated 6 years ago
- Some frequently used NLP blocks I implemented☆226Updated 6 years ago
- Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"☆187Updated 8 years ago
- code for iclr workshop paper "Learning Document Embedding by Predicting N-grams for Sentiment Classification of Long Movie Reviews"☆25Updated 9 years ago
- Yet another Python binding for fastText☆225Updated 6 years ago
- Huffman tree based hierarchical softmax☆52Updated 8 years ago
- minimal example for sentence embedding by Smooth Inverse Frequency weighting scheme☆35Updated 7 years ago
- Keras implementation of Nested LSTMs☆88Updated 6 years ago
- A fast implementation of GloVe, with optional retrofitting☆246Updated 2 years ago
- 🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.☆83Updated 3 years ago
- Character-Aware Neural Language Models. A keras-based implementation☆118Updated 3 years ago
- Storage for Kaggle Quora competition☆16Updated 8 years ago
- Quasi-recurrent Neural Networks for Keras☆74Updated 8 years ago
- Deep Averaging Networks☆239Updated 3 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago
- Sorting numbers with pointer networks☆55Updated 7 years ago
- Character level models for sentiment analysis☆91Updated 8 years ago