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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Robust Policy Learning via Offline Skill Diffusion AAAI 2024
Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions AAAI 2024
Multi-Level Cross-Modal Alignment for Image Clustering AAAI 2024
LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Amalgamating Multi-Task Models with Heterogeneous Architectures AAAI 2024
Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data JMLR 2024
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024
Temporal Validity Change Prediction ACL 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024
McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024
Live and Learn: Continual Action Clustering with Incremental Views AAAI 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024
HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation ACL 2024
Pessimistic Off-Policy Multi-Objective Optimization AISTATS 2024
Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024