alexyalunin / transformer-autoencoderLinks
Autoencoder version on Transformer model using PyTorch
☆27Updated 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☆12Updated 5 years ago
- A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.☆71Updated 3 years ago
- Official Code for Towards Transparent and Explainable Attention Models paper (ACL 2020)☆35Updated 3 years ago
- Code for the paper "A Stable Variational Autoencoder for Text Modelling"☆26Updated 5 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
- 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
- Variational Attention for Sequence to Sequence Models☆20Updated 7 years ago
- Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data☆56Updated 3 years ago
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Updated 3 years ago
- The Implementation for the Paper "Time-Stamped Language Model: Teaching Language Models toUnderstand The Flow of Events"☆11Updated 4 years ago
- Sequence to Sequence Models in PyTorch☆44Updated 10 months ago
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆94Updated 4 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆50Updated 3 years ago
- Transformer Variational Autoencoder experiment☆50Updated 6 years ago
- Unsupervised-Data-Augmentation-PyTorch☆12Updated 2 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- code for EMNLP2018 paper 'Associative-multichannel-autoencoder for multimodal word representation'☆13Updated 6 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆52Updated 2 years ago
- Few-shot learning framework for opinion summarization published at EMNLP 2020.☆35Updated 3 years ago
- Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"☆29Updated 5 years ago
- Efficient-Sentence-Embedding-using-Discrete-Cosine-Transform☆17Updated 4 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- "Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization"☆9Updated 6 years ago
- PyTorch implementation of FNet: Mixing Tokens with Fourier transforms☆27Updated 4 years ago
- A Cross-Domain Transferable Neural Coherence Model https://arxiv.org/abs/1905.11912☆24Updated 4 years ago
- ☆20Updated 5 years ago
- A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.☆35Updated 6 years ago
- Code for the ACL2020 paper Character-Level Translation with Self-Attention☆31Updated 4 years ago
- A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch☆77Updated 4 years ago