Multi-Task Learning

3D-Aware Multi-Task Learning with Cross-View Correlations for Dense Scene Understanding CVPR 2026 AILS-NTUA at SemEval-2026 Task 3: Efficient Dimensional Aspect-Based Sentiment Analysis SemEval 2026 ALLNet: Multi-task Dense Prediction for Degraded Images CVPR 2026 A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning ACL 2026 A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by Generative Physical Simulation CVPR 2026 BertKittens at SemEval-2026 Task 3: Multi-Domain Aspect Sentiment with BERT/DeBERTa Ensembles for VA Regression and Aspect–Opinion–VA Triplets SemEval 2026 Bridging Domains through Subspace-Aware Model Merging CVPR 2026 CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026 Capacity and Redundancy Trade-offs in Multi-Task Learning UAI 2026 CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large model SemEval 2026 Customized Fusion: A Closed-Loop Dynamic Network for Adaptive Multi-Task-Aware Infrared-Visible Image Fusion CVPR 2026 CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA Space SemEval 2026 DC-Merge: Improving Model Merging with Directional Consistency CVPR 2026 DetAny4D: Detect Anything 4D Temporally in a Streaming RGB Video CVPR 2026 Difficulty-Controllable Cloze Question Distractor Generation ACL 2026 DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization Classification SemEval 2026 Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression CVPR 2026 Don’t Be Misled by Style: A Style-Adaptive Reranker for Capturing Effective Knowledge in Retrieval-Augmented Generation ACL 2026 Dual-Prototype-Guided Multi-task Learning for Unsupervised Anomaly Detection and Classification CVPR 2026 DuetMerging: Synergizing Dynamic and Static Strategies for Mitigating Task Interference in Model Merging CVPR 2026 FAAR: Efficient Frequency-Aware Multi-Task Fine-Tuning via Automatic Rank Selection CVPR 2026 FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question Evasions SemEval 2026 GeoGround: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection ACL 2026 Geometry-as-context: Modulating Explicit 3D in Scene-consistent Video Generation to Geometry Context CVPR 2026 GUNLP at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection (PsyCoMark) SemEval 2026