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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Integrating Diverse Assignment Strategies into DETRs AAAI 2026
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026
Hybrid Routing for a Mixture of LoRA Experts AAAI 2026
Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning WACV 2026
An improved Code-Switching Detection System for some Indic Languages EACL 2026
DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026
IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction AAAI 2026
Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026
D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026
JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks COLING 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025
DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025
On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025
Whose story is it? Personalizing story generation by inferring author styles IJCNLP 2025
Multilingual Continual Learning using Attention Distillation COLING 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025
Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025