Supervised Learning

Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024 Predicting Real-World Penny Auction Durations by Integrating Game Theory and Machine Learning AAAI 2024 PTPARL-V: Portuguese Parliamentary Debates for Voting Behaviour Study COLING 2024 Realizable H-Consistent and Bayes-Consistent Loss Functions for Learning to Defer NeurIPS 2024 Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation AAAI 2024 Regroup Median Loss for Combating Label Noise AAAI 2024 Robust Loss Functions for Training Decision Trees with Noisy Labels AAAI 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024 RRL: Recommendation Reverse Learning AAAI 2024 SetFit: A Robust Approach for Offensive Content Detection in Tamil-English Code-Mixed Conversations Using Sentence Transfer Fine-tuning EACL 2024 Simple Weak Coresets for Non-decomposable Classification Measures AAAI 2024 Simplicity Bias in Overparameterized Machine Learning AAAI 2024 SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection SemEval 2024 Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024 Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss NeurIPS 2024 Supervised Anomaly Detection for Complex Industrial Images CVPR 2024 Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024 TechWhiz@DravidianLangTech 2024: Fake News Detection Using Deep Learning Models EACL 2024 The Effects of Data Quality on Named Entity Recognition EACL 2024 The Non-Overlapping Statistical Approximation to Overlapping Group Lasso JMLR 2024 The Typology of Ellipsis: A Corpus for Linguistic Analysis and Machine Learning Applications EACL 2024 Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction AAAI 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 UKYNLP@SMM4H2024: Language Model Methods for Health Entity Tagging and Classification on Social Media (Tasks 4 & 5) ACL 2024