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multi-task learning

2575 papers

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Also known as

MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction NAACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding IJCNLP 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021
Facial Action Unit Detection With Transformers CVPR 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
Taskology: Utilizing Task Relations at Scale CVPR 2021
NeuralHumanFVV: Real-Time Neural Volumetric Human Performance Rendering Using RGB Cameras CVPR 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021
Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021
Generating Hypothetical Events for Abductive Inference ACL 2021
On the Generation of Medical Dialogs for COVID-19 ACL 2021
UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense SEMEVAL 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations SEMEVAL 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense SEMEVAL 2021
Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SEMEVAL 2021
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation WACV 2021
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021