alexyalunin / transformer-autoencoderLinks
Autoencoder version on Transformer model using PyTorch
☆26Updated 6 years ago
Alternatives and similar repositories for transformer-autoencoder
Users that are interested in transformer-autoencoder are comparing it to the libraries listed below
Sorting:
- Transformer-based autoregressive varitional autoencoder☆11Updated 5 years ago
- A PyTorch implementation of the paper - "Synthesizer: Rethinking Self-Attention in Transformer Models"☆73Updated 2 years ago
- Sequence to Sequence Models in PyTorch☆44Updated last year
- A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.☆71Updated 3 years ago
- A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch☆78Updated 5 years ago
- A PyTorch implementation of the Compact Multi-Head Self-Attention Mechanism from the paper: "Low Rank Factorization for Compact Multi-Hea…☆25Updated 5 years ago
- PyTorch implementation of FNet: Mixing Tokens with Fourier transforms☆28Updated 4 years ago
- Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from hu…☆43Updated 4 years ago
- [EMNLP'19] Summary for Transformer Understanding☆53Updated 5 years ago
- Code for "Finetuning Pretrained Transformers into Variational Autoencoders"☆39Updated 3 years ago
- Code for the paper "Adaptive Transformers for Learning Multimodal Representations" (ACL SRW 2020)☆43Updated 2 years ago
- Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."☆133Updated 4 years ago
- A variant of Transformer-XL where the memory is updated not with a queue, but with attention☆49Updated 5 years ago
- ☆83Updated 5 years ago
- ☆59Updated 4 years ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆164Updated last year
- Official Code for Towards Transparent and Explainable Attention Models paper (ACL 2020)☆35Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆151Updated 2 years ago
- Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"☆66Updated 5 years ago
- Accompanying repository of our AAAI-20 paper "Fine-Grained Argument Unit Recognition and Classification."☆21Updated 5 years ago
- Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"☆70Updated 2 years ago
- Virtual Adversarial Training (VAT) techniques in PyTorch☆17Updated 3 years ago
- ECML 2019: Graph Neural Networks for Multi-Label Classification☆90Updated last year
- Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"☆32Updated 4 years ago
- Style Transfer for Texts☆41Updated 5 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space☆41Updated 4 years ago
- Code for Paper "Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition"☆21Updated 2 years ago
- SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles☆34Updated 2 years ago
- ☆19Updated 4 years ago