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
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 4 years ago
- ☆84Updated 5 years ago
- Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"☆18Updated 4 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 6 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆43Updated 6 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆148Updated 6 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- ECML 2019: Graph Neural Networks for Multi-Label Classification☆90Updated last year
- Adversarial perturbations on word embeddings of BERT☆13Updated 4 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆36Updated 4 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Updated 6 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆64Updated last year
- ☆121Updated 5 years ago
- Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"☆25Updated 3 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆136Updated 2 years ago
- Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP☆73Updated 6 years ago
- ☆55Updated 7 years ago
- Minimal RNN classifier with self-attention in Pytorch☆151Updated 3 years ago
- Domain Adaptation using External Knowledge for Sentiment Analysis☆53Updated 2 years ago
- Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction☆20Updated 3 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Updated 6 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆31Updated 4 years ago
- Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"☆55Updated 5 years ago
- Message Passing Attention Networks for Document Understanding☆61Updated 4 years ago
- ☆70Updated last year