fmpr / CrowdLayerLinks
A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
☆69Updated 3 years ago
Alternatives and similar repositories for CrowdLayer
Users that are interested in CrowdLayer are comparing it to the libraries listed below
Sorting:
- ☆20Updated 6 years ago
- Meta Label Correction for Noisy Label Learning☆86Updated 3 years ago
- Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews☆30Updated 5 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 3 years ago
- Proxy A-Distance algorithm for measuring domain disparity in parallel corpora☆47Updated 3 years ago
- Code and data for the paper "Multi-Source Domain Adaptation with Mixture of Experts" (EMNLP 2018)☆69Updated 5 years ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 5 years ago
- Uncertainty-aware Self-training☆121Updated last year
- Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP☆73Updated 6 years ago
- Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)☆42Updated 5 years ago
- Code for ICLR 2019 Paper, "MAX-MIG: AN INFORMATION THEORETIC APPROACH FOR JOINT LEARNING FROM CROWDS"☆25Updated 2 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆49Updated 5 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- ☆51Updated 6 years ago
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆231Updated 6 years ago
- MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification☆32Updated last year
- Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch☆58Updated 2 years ago
- Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020☆64Updated 4 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…