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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning EMNLP 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
Automated Cross-prompt Scoring of Essay Traits AAAI 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 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
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense SEMEVAL 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
Facial Emotion Recognition With Noisy Multi-Task Annotations WACV 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SEMEVAL 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification ACL 2021
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction INTERSPEECH 2021
Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021