conftrace_

machine learning

436 papers

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Also known as

ML

Co-occurring keywords

text classification (6793) natural language processing (2034) deep learning (2118) sentiment analysis (2084) causal inference (1630) algorithmic fairness (284) social media (667) neural network (6616) combinatorial optimization (1039) offensive language detection (314)

Papers

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion AAAI 2022
The Perils of Learning Before Optimizing AAAI 2022
The Computational Gauntlet of Human-Like Learning AAAI 2022
Error Amplification When Updating Deployed Machine Learning Models MLHC 2022
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable JMLR 2022
Stochastic DCA with Variance Reduction and Applications in Machine Learning JMLR 2022
Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health AAAI 2022
Role of Human-AI Interaction in Selective Prediction AAAI 2022
Development and Validation of ML-DQA – a Machine Learning Data Quality Assurance Framework for Healthcare MLHC 2022
Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts IJCAI 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
UTNLP at SemEval-2022 Task 6: A Comparative Analysis of Sarcasm Detection Using Generative-based and Mutation-based Data Augmentation NAACL 2022
Method Entity Extraction from Biomedical Texts COLING 2022
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ACL 2022
Impact of Evaluation Methodologies on Code Summarization ACL 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? NIPS 2022
Bounding and Approximating Intersectional Fairness through Marginal Fairness NIPS 2022
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022