← Learning Types
Deep Learning › Learning Types ›

Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024
FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models EMNLP 2024
Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition AAAI 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023
Speech Emotion Recognition using Decomposed Speech via Multi-task Learning INTERSPEECH 2023
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system INTERSPEECH 2023
MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem INTERSPEECH 2023
MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL AAAI 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking ACL 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization CVPR 2023
Retrosynthesis Prediction with Local Template Retrieval AAAI 2023
Robust Temporal Smoothness in Multi-Task Learning AAAI 2023
Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News SEMEVAL 2023
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors CVPR 2023
From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
Improving Crowded Object Detection via Copy-Paste AAAI 2023