machine learning

Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022 A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NeurIPS 2022 Behind the Mask: Demographic bias in name detection for PII masking ACL 2022 Bounding and Approximating Intersectional Fairness through Marginal Fairness NeurIPS 2022 Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ACL 2022 Common and differential acoustic representation of interpersonal and tactile iconic perception of Mandarin vowels Interspeech 2022 Constrained Physical-Statistics Models for Dynamical System Identification and Prediction ICLR 2022 Data-driven exclusion criteria for instrumental variable studies CLeaR 2022 Development and Validation of ML-DQA – a Machine Learning Data Quality Assurance Framework for Healthcare MLHC 2022 Do Dependency Relations Help in the Task of Stance Detection? ACL 2022 EHR Safari: Data is Contextual MLHC 2022 Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring AAAI 2022 Error Amplification When Updating Deployed Machine Learning Models MLHC 2022 Estimating and Penalizing Induced Preference Shifts in Recommender Systems ICML 2022 Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract) IJCAI 2022 Fairness Guarantees under Demographic Shift ICLR 2022 Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts IJCAI 2022 GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022 Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022 IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ACL 2022 Impact of Evaluation Methodologies on Code Summarization ACL 2022 Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022 Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022 Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration AAAI 2022 Leveraging Social Media as a Source for Clinical Guidelines: A Demarcation of Experiential Knowledge COLING 2022