theeluwin / pytorch-sgnsLinks
Skipgram Negative Sampling implemented in PyTorch
☆300Updated 4 years ago
Alternatives and similar repositories for pytorch-sgns
Users that are interested in pytorch-sgns are comparing it to the libraries listed below
Sorting:
- A complete pytorch implementation of skip-gram☆191Updated 7 years ago
- ☆231Updated 5 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- A Structured Self-attentive Sentence Embedding☆494Updated 5 years ago
- On the Dimensionality of Word Embedding☆327Updated 5 years ago
- NEG loss implemented in pytorch☆123Updated 8 years ago
- A PyTorch implementation of Paragraph Vectors (doc2vec).☆416Updated 2 years ago
- Character-level Convolutional Neural Networks for text classification in PyTorch☆176Updated 2 years ago
- ICLR 2018 Quick-Thought vectors☆203Updated 6 years ago
- PyTorch implementation of AVITM☆159Updated 7 years ago
- PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset☆123Updated 5 years ago
- [NeurIPS 2019] Spherical Text Embedding☆177Updated last year
- ☆113Updated 7 years ago
- PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.☆199Updated 6 years ago
- (Deprecated) Hierarchical Attention Networks for Document Classification (https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf) - in Pytorch☆48Updated 7 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling☆186Updated 4 years ago
- Code for NIPS 2018 paper 'Frequency-Agnostic Word Representation'☆115Updated 6 years ago
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆193Updated 3 years ago
- Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms☆323Updated 6 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆605Updated 5 years ago
- K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling☆201Updated 7 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 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
- Code of Directional Self-Attention Network (DiSAN)☆311Updated 7 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- PyTorch DataLoader for seq2seq☆85Updated 6 years ago
- A PyTorch implementation of QANet.☆344Updated 3 years ago
- My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://…☆211Updated 5 years ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆311Updated 4 years ago