Classification

RelBench: A Benchmark for Deep Learning on Relational Databases NeurIPS 2024 Reliable Learning of Halfspaces under Gaussian Marginals NeurIPS 2024 Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NeurIPS 2024 Replicable Learning of Large-Margin Halfspaces ICML 2024 Report on the Multilingual Euphemism Detection Task NAACL 2024 Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes EMNLP 2024 Resources for Annotating Hate Speech in Social Media Platforms Used in Ethiopia: A Novel Lexicon and Labelling Scheme COLING 2024 Restoring balance: principled under/oversampling of data for optimal classification ICML 2024 Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP 2024 Rethinking Independent Cross-Entropy Loss For Graph-Structured Data ICML 2024 Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024 Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NeurIPS 2024 Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study AAAI 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection CVPR 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024 Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge NeurIPS 2024 RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models NAACL 2024 Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and Method IJCAI 2024 Revisiting Adversarial Training Under Long-Tailed Distributions CVPR 2024 Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis Interspeech 2024 Revisiting Clinical Outcome Prediction for MIMIC-IV NAACL 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Revisiting Hierarchical Text Classification: Inference and Metrics CoNLL 2024 Revisiting Link Prediction: a data perspective ICLR 2024