ordinal classification

cclin at SemEval-2026 Task 2 : SLM-Enhanced Lightweight Multi-BERT Ensemble for Longitudinal Affect Assessment SemEval 2026 Minimum-Length Conformal Prediction Sets for Ordinal Classification AAAI 2026 Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score UAI 2026 YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025 CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss CVPR 2025 CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments COLING 2025 Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need COLING 2025 Enhancing Depression Detection via Question-wise Modality Fusion NAACL 2025 Enhancing Marker Scoring Accuracy through Ordinal Confidence Modelling in Educational Assessments ACL 2025 Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression AAAI 2025 LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators EMNLP 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025 Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer WACV 2025 Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 2025 Understanding the Impact of Client Heterogeneity on Ordinal Classification in Federated Medical Image Analysis MIDL 2025 XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025 AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024 Domain Adaptation with Joint Loss for Consistent Regression and Ordinal Classification in the Proxy Means Test for Poverty Targeting IJCAI 2024 Enhancing Non-Matching Reference Speech Quality Assessment through Dynamic Weight Adaptation Interspeech 2024 Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques ACL 2024 Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification NAACL 2024 Improving Readability Assessment with Ordinal Log-Loss NAACL 2024 Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies Interspeech 2024