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multi-task learning

2575 papers

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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

Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task EMNLP 2021
From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations EMNLP 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP 2021
A Web Scale Entity Extraction System EMNLP 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training ACL 2021
Automated Cross-prompt Scoring of Essay Traits AAAI 2021
Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing ICCV 2021
Annotations Matter: Leveraging Multi-task Learning to Parse UD and SUD ACL 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
Hand Image Understanding via Deep Multi-Task Learning ICCV 2021
Exploring Relational Context for Multi-Task Dense Prediction ICCV 2021
Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Weakly Supervised Representation Learning With Coarse Labels ICCV 2021
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021
Neural Architecture Search for Joint Human Parsing and Pose Estimation ICCV 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
Segmentation-Grounded Scene Graph Generation ICCV 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
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021