Multi-Task Learning

Detecting Human-Object Interaction With Mixed Supervision WACV 2021 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective ICCV 2021 Distilling Knowledge for Empathy Detection EMNLP 2021 Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning AISTATS 2021 DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning NeurIPS 2021 Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021 Efficient Weight Factorization for Multilingual Speech Recognition Interspeech 2021 Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021 Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021 Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021 Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021 EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021 Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021 Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021 Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021 Exploring Relational Context for Multi-Task Dense Prediction ICCV 2021 Facebook AI’s WMT21 News Translation Task Submission EMNLP 2021 Facial Action Unit Detection With Transformers CVPR 2021 Facial Emotion Recognition With Noisy Multi-Task Annotations WACV 2021 Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021 FANS: Fusing ASR and NLU for On-Device SLU Interspeech 2021 FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter CVPR 2021 fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021