conftrace_

auxiliary task

88 papers

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Co-occurring keywords

multi-task learning (2575) representation learning (6206) transfer learning (5449) reinforcement learning (4352) self-supervised learning (3777) data augmentation (3052) neural network (6616) multitask learning (352) sequence labeling (824) few-shot learning (3398)

Papers

Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks WACV 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis NAACL 2022
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks NAACL 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
Auxiliary tasks to boost Biaffine Semantic Dependency Parsing ACL 2022
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021
Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021
Learning Task Sampling Policy for Multitask Learning EMNLP 2021
Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation IJCNLP 2021
Text Augmentation in a Multi-Task View EACL 2021
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021
Efficient Training of Visual Transformers with Small Datasets NIPS 2021
Auxiliary Tasks for Efficient Learning of Point-Goal Navigation WACV 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021
On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021
Improving Few-Shot Learning Using Composite Rotation Based Auxiliary Task WACV 2021
Image Change Captioning by Learning From an Auxiliary Task CVPR 2021
Temporally Correlated Task Scheduling for Sequence Learning ICML 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Improving Text Generation with Dynamic Masking and Recovering IJCAI 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020