Regression

AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 Ambirig at SemEval-2026 Task 5: Distributional Ordinal Modelling for Ambiguous Word Senses in Narrative Contexts SemEval 2026 An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression UAI 2026 CiNet-Handai-Kyodai at SemEval-2026 Task 5: Combining LLM Prompting, Semantic Similarity, and Synthetic Gaze for Graded Sense Plausibility SemEval 2026 CLRG at SemEval-2026 Task 3: One Size Does Not Fit All: A Resource Adaptive Framework for Dimensional Sentiment Regression SemEval 2026 Conditional Diffusion Models for Imbalanced Tabular Regression UAI 2026 CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA Space SemEval 2026 D2T2 - Multimodal Automated Planning for Brachytherapy CVPR 2026 DualAxis AI at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis SemEval 2026 DUTH at SemEval-2026 Task 3: Multilingual Transformer Models for Dimensional Stance Prediction Across Tracks SemEval 2026 End-to-End Deep Learning for Predicting Metric Space-Valued Outputs JMLR 2026 Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks CVPR 2026 Fisher8: Stabilizing Neural Heteroscedastic Regression via Output-Layer Fisher Geometry UAI 2026 FluenceFormer: Transformer-Driven Multi-Beam Fluence Map Regression for Radiotherapy Planning MIDL 2026 From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images CVPR 2026 Hardware Lifecycle-Aware Power Planning in Commercial Hyperscale Datacenters (Operational Systems) OSDI 2026 Investigating the Histogram Loss in Regression JMLR 2026 Khaleesiyali at SemEval-2026 Task 2: Lexicon-Augmented RoBERTa for Valence–Arousal Regression on Ecological Essays SemEval 2026 LEADER: Learning Reliable Local-to-Global Correspondences for LiDAR Relocalization CVPR 2026 Learning Where to Look and How to Judge: Resolution-agnostic Image Quality Assessment with Quality-aware Saliency CVPR 2026 McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time SemEval 2026 Narrative Team at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Sentences through Narrative Understanding SemEval 2026 Pixel Phantoms at SemEval-2026 Task 3: Language-Specific Transformer Regression for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula JMLR 2026 PUEB-DimASR at SemEval-2026 Task 3: Escaping the Mean Regression Trap with Graph-Enhanced Transformers for Dimensional Aspect-Based Sentiment Regression SemEval 2026