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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking CVPR 2025
Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025
Unified Automated Essay Scoring and Grammatical Error Correction NAACL 2025
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025
YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models NAACL 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification SEMEVAL 2025
Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SEMEVAL 2025
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025
Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025
Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning IJCNLP 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025
LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025
Multi-Strategy Named Entity Recognition System for Ancient Chinese NAACL 2025