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machine learning

446 papers

ML

Papers

Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021 Benchmarking: Past, Present and Future ACL 2021 Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021 Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NeurIPS 2021 Combinatorial Optimization and Reasoning with Graph Neural Networks IJCAI 2021 Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021 Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021 Democratizing Constraint Satisfaction Problems through Machine Learning AAAI 2021 Discriminating Between Similar Nordic Languages EACL 2021 DUTH at SemEval-2021 Task 7: Is Conventional Machine Learning for Humorous and Offensive Tasks enough in 2021? SemEval 2021 Fairness and Bias in Online Selection ICML 2021 Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada EACL 2021 Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021 GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021 JCT at SemEval-2021 Task 1: Context-aware Representation for Lexical Complexity Prediction SemEval 2021 Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ACL 2021 Learning-based feedforward augmentation for steady state rejection of residual dynamics on a nanometer-accurate planar actuator system L4DC 2021 Model AI Assignments 2021 AAAI 2021 Natural Language Processing for Computer Scientists and Data Scientists at a Large State University NAACL 2021 OpenML-Python: an extensible Python API for OpenML JMLR 2021 Parameterized Complexity of Small Decision Tree Learning AAAI 2021 Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021 Random probabilistic circuits UAI 2021 Research Reproducibility as a Survival Analysis AAAI 2021