Application Areas

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022 Do deep networks transfer invariances across classes? ICLR 2022 Does Audio Deepfake Detection Generalize? Interspeech 2022 Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Does Joint Training Really Help Cascaded Speech Translation? EMNLP 2022 Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy NAACL 2022 Does Representational Fairness Imply Empirical Fairness? AACL 2022 Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022 Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP 2022 Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022 Domain Adaptation and Generalization: A Low-Complexity Approach CoRL 2022 Domain Adaptation for Arabic Crisis Response EMNLP 2022 Domain Adaptation for Question Answering via Question Classification COLING 2022 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022 Domain Adaptation meets Individual Fairness. And they get along. NeurIPS 2022 Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022 Domain Adaptation on Point Clouds via Geometry-Aware Implicits CVPR 2022 Domain adaptation through anatomical constraints for 3d human pose estimation under the cover MIDL 2022 Domain Adaptation under Open Set Label Shift NeurIPS 2022 Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022 Domain Adaptive Video Segmentation via Temporal Pseudo Supervision ECCV 2022