Multi-Task Learning

MEnTr@LT-EDI-2024: Multilingual Ensemble of Transformer Models for Homophobia/Transphobia Detection EACL 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024 MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NeurIPS 2024 MIND: Multi-Task Incremental Network Distillation AAAI 2024 Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation CVPR 2024 Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID WACV 2024 Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024 Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024 Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024 MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts AAAI 2024 MoDE: CLIP Data Experts via Clustering CVPR 2024 Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024 MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024 Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 Multi-Attribute Interactions Matter for 3D Visual Grounding CVPR 2024 Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024 Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024 Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers ACL 2024 Multi-Level Cross-Modal Alignment for Image Clustering AAAI 2024 Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data AISTATS 2024