firojalam / domain-adaptation
Domain Adaptation with Adversarial Training and Graph Embeddings
☆15Updated 6 years ago
Alternatives and similar repositories for domain-adaptation:
Users that are interested in domain-adaptation are comparing it to the libraries listed below
- Selection Distribution Generator for Domain Adaptation☆27Updated 5 years ago
- Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews☆30Updated 4 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆48Updated 4 years ago
- Code and data for the paper "Multi-Source Domain Adaptation with Mixture of Experts" (EMNLP 2018)☆68Updated 4 years ago
- How Does Selective Mechanism Improve Self-attention Networks?☆27Updated 4 years ago
- The implement of "Learning Disentangled Semantic Representation for Domain Adaptation" (IJCAI 2019)☆19Updated 5 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆30Updated 3 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Updated 5 years ago
- Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)☆42Updated 4 years ago
- Leveraging Local and Global Patterns for Self-Attention Networks☆12Updated 5 years ago
- Adversarial Category Alignment Network for Cross-domain Sentiment Classification (NAACL 2019)☆22Updated 5 years ago
- codes for paper "Domain Attention Model for Multi-Domain Sentiment Classification"☆25Updated 6 years ago
- Domain Adaptation using External Knowledge for Sentiment Analysis☆54Updated last year
- The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017☆14Updated 6 years ago
- Code for the paper "Adaptive Transformers for Learning Multimodal Representations" (ACL SRW 2020)☆43Updated 2 years ago
- Multi-Source Domain Attention☆14Updated 4 years ago
- ☆20Updated 5 years ago
- ☆28Updated 2 years ago
- A metric learning method to learn a provably robust Mahalanobis distance☆10Updated 3 years ago
- This is the implementation of the paper "Cross-Domain Sentiment Classification with Target Domain Specific Information" published in ACL …☆23Updated 6 years ago
- Read 'Dice Loss for Data-imbalanced NLP Tasks' this evening and try to implement it☆15Updated 3 years ago
- Multimodal classification solution for the SIGIR eCOM using Co-attention and transformer language models☆19Updated 4 years ago
- Code for the paper "A Fully Hyperbolic Neural Model for Hierarchical Multi-class Classification"☆16Updated 4 years ago
- Segment graph convolutional neural network for relation classification. Paper in JAMIA.☆9Updated 5 years ago
- Feature Projection for Improved Text Classification☆45Updated 4 years ago
- The code base for the SCL implementation used in "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017 and in "Pi…☆22Updated 6 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 2 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Updated 2 years ago
- Code for the model "Heterogeneous Graph Learning for Visual Commonsense Reasoning (NeurlPS 2019)"☆47Updated 4 years ago
- Code and dataset for "Transfer Learning Between Related Tasks Using Expected Label Proportions"☆16Updated 5 years ago