lukasruff / CVDD-PyTorchLinks
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
☆71Updated 3 years ago
Alternatives and similar repositories for CVDD-PyTorch
Users that are interested in CVDD-PyTorch are comparing it to the libraries listed below
Sorting:
- Uncertainty-aware Self-training☆121Updated last year
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆42Updated 6 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆30Updated 4 years ago
- Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"☆18Updated 4 years ago
- Text anomaly detection with ARAE and AnoGAN in Tensorflow 2.0☆11Updated 2 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 4 years ago
- The PyTorch implementation the Smooth Grad [https://arxiv.org/pdf/1706.03825.pdf] and Integrated Gradients [https://arxiv.org/pdf/1703.01…☆46Updated 4 years ago
- ECML 2019: Graph Neural Networks for Multi-Label Classification☆90Updated 11 months ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Official Code for Towards Transparent and Explainable Attention Models paper (ACL 2020)☆35Updated 3 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆35Updated 4 years ago
- ☆50Updated 4 years ago
- ☆69Updated last year
- Domain Adaptation using External Knowledge for Sentiment Analysis☆54Updated last year
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Meta-learning for NLP☆50Updated 4 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 4 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 6 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆47Updated 5 years ago
- Autoencoder version on Transformer model using PyTorch☆27Updated 6 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 6 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆132Updated 2 years ago
- Message Passing Attention Networks for Document Understanding☆61Updated 4 years ago
- A generalized input-label embedding for text classification☆24Updated 5 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"☆25Updated 3 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Updated 6 years ago
- Sequence to Sequence Models in PyTorch☆44Updated 10 months ago