Classification

Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP 2024 Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NeurIPS 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024 Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection EMNLP 2024 Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024 Probing the Uniquely Identifiable Linguistic Patterns of Conversational AI Agents ACL 2024 QuantProb: Generalizing Probabilities along with Predictions for a Pre-trained Classifier UAI 2024 Regularization and Optimal Multiclass Learning COLT 2024 Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 Set Learning for Accurate and Calibrated Models ICLR 2024 Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024 Supervised Anomaly Detection for Complex Industrial Images CVPR 2024 SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024 TabR: Tabular Deep Learning Meets Nearest Neighbors ICLR 2024 Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024 The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024 The Many Faces of Optimal Weak-to-Strong Learning NeurIPS 2024 Time-Varying Propensity Score to Bridge the Gap between the Past and Present ICLR 2024 Topological Expressivity of ReLU Neural Networks COLT 2024 Towards Fairer Centroids in K-means Clustering AAAI 2024 Towards Precise Localization of Critical Errors in Machine Translation ACL 2024 Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024