← Learning Types
Machine Learning › Learning Types ›

Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025
BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025
On the effective transfer of knowledge from English to Hindi Wikipedia 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
Trucidator: Document-level Event Factuality Identification via Hallucination Enhancement and Cross-Document Inference COLING 2025
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration CVPR 2025
McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance ICCV 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025
Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection ACL 2025
CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification ACL 2025
MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
Multi-Task Learning approach to identify sentences with impact and affected location in a disaster news report ACL 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025
ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025
Phaedrus at BEA 2025 Shared Task: Assessment of Mathematical Tutoring Dialogues through Tutor Identity Classification and Actionability Evaluation ACL 2025
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025
TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025