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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

To Annotate or Not? Predicting Performance Drop under Domain Shift EMNLP 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction EMNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech EMNLP 2019
A Comparative Analysis of Unsupervised Language Adaptation Methods EMNLP 2019
The AFRL WMT19 Systems: Old Favorites and New Tricks ACL 2019
Findings of the First Shared Task on Machine Translation Robustness ACL 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection CVPR 2019
CounterFactual Regression with Importance Sampling Weights IJCAI 2019
Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019
Deep Defocus Map Estimation Using Domain Adaptation CVPR 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection CVPR 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation CVPR 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019
Min-Max Statistical Alignment for Transfer Learning CVPR 2019
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach CVPR 2019
Improved Generalization of Arabic Text Classifiers ACL 2019
Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ACL 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values ACL 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network EMNLP 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding EMNLP 2019