Application Areas

CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains NeurIPS 2022 Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models EMNLP 2022 CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts COLING 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022 CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks NeurIPS 2022 Causal Conceptions of Fairness and their Consequences ICML 2022 Causal Distillation for Language Models NAACL 2022 Causal Explanations and XAI CLeaR 2022 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causally motivated multi-shortcut identification and removal NeurIPS 2022 Causal Transformer for Estimating Counterfactual Outcomes ICML 2022 Causal Transportability for Visual Recognition CVPR 2022 CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation ICLR 2022 Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP 2022 Certified Neural Network Watermarks with Randomized Smoothing ICML 2022 Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022 Certifying Out-of-Domain Generalization for Blackbox Functions ICML 2022 Certifying Some Distributional Fairness with Subpopulation Decomposition NeurIPS 2022 Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report EMNLP 2022 Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022 Challenges in assistive technology development for an endangered language: an Irish (Gaelic) perspective ACL 2022 Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022