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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

Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic ACML 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
Meta-Model-Based Meta-Policy Optimization ACML 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction ACL 2021
Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts ICCV 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans ICCV 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding NIPS 2021
Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
argmax centroid NIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021
Multi-Task Neural Network for Robust Multiple Speaker Embedding Extraction INTERSPEECH 2021
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
CompositeTasking: Understanding Images by Spatial Composition of Tasks CVPR 2021
Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021