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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework ICCV 2025
Position Really Matters: Towards a Holistic Approach for Prompt Tuning NAACL 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025
Multilingual Continual Learning using Attention Distillation COLING 2025
iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025
Multi-Strategy Named Entity Recognition System for Ancient Chinese NAACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025
Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems NAACL 2025
Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025
Enhancing Depression Detection via Question-wise Modality Fusion NAACL 2025
Bridging Linguistic Complexity: Sentiment Analysis of Tamil Code-Mixed Text Using Meta-Model NAACL 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025
YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models NAACL 2025
KEC_AI_ZEROWATTS@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages NAACL 2025
Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu NAACL 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025
Whose story is it? Personalizing story generation by inferring author styles IJCNLP 2025
Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025
KinMo: Kinematic-aware Human Motion Understanding and Generation ICCV 2025