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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024
Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024
Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NIPS 2024
Unified Multi-Talker ASR with and without Target-speaker Enrollment INTERSPEECH 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024
Emo-Gen BART - A Multitask Emotion-Informed Dialogue Generation Framework EACL 2024
RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models EACL 2024
Multitask Online Learning: Listen to the Neighborhood Buzz AISTATS 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
Toward the Modular Training of Controlled Paraphrase Adapters EACL 2024
End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding IJCAI 2024
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024
MEnTr@LT-EDI-2024: Multilingual Ensemble of Transformer Models for Homophobia/Transphobia Detection EACL 2024
MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024
Overview of Shared Task on Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024
The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese EACL 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024
Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning INTERSPEECH 2024
Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization EACL 2024
HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection EACL 2024
Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024
HAMiSoN-MTL at ClimateActivism 2024: Detection of Hate Speech, Targets, and Stance using Multi-task Learning EACL 2024