Multi-Task Learning

Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022 EntSUM: A Data Set for Entity-Centric Extractive Summarization ACL 2022 Event Causality Identification via Generation of Important Context Words NAACL 2022 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022 Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022 Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022 Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data Interspeech 2022 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Extending RNN-T-based speech recognition systems with emotion and language classification Interspeech 2022 EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022 Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching NeurIPS 2022 FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages AACL 2022 Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022 FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022 From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022 Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing COLING 2022 Generative Modeling for Multi-task Visual Learning ICML 2022 Global Convergence of Federated Learning for Mixed Regression NeurIPS 2022 Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Interspeech 2022 Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP 2022 Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos WACV 2022 Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022 Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022