Multi-Task Learning

Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning NeurIPS 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024 LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024 Learning Coalition Structures with Games AAAI 2024 Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024 Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024 Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024 Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Learning to Learn in Interactive Constraint Acquisition AAAI 2024 Learning to Rank for Active Learning via Multi-Task Bilevel Optimization UAI 2024 Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024 LGMRec: Local and Global Graph Learning for Multimodal Recommendation AAAI 2024 Live and Learn: Continual Action Clustering with Incremental Views AAAI 2024 Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024 MAGPIE: Multi-Task Analysis of Media-Bias Generalization with Pre-Trained Identification of Expressions COLING 2024 Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis EMNLP 2024 MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024 MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024 McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024