Multi-Task Learning

Multi-Task Reinforcement Learning with Context-based Representations ICML 2021 Multi-Task Self-Training for Learning General Representations ICCV 2021 Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021 Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 mvlearn: Multiview Machine Learning in Python JMLR 2021 NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering NAACL 2021 Neural Architecture Search for Joint Human Parsing and Pose Estimation ICCV 2021 N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021 Node-wise Localization of Graph Neural Networks IJCAI 2021 Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction IJCAI 2021 Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation EMNLP 2021 NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP 2021 OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SemEval 2021 One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021 On Inductive Biases for Heterogeneous Treatment Effect Estimation NeurIPS 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Generation of Medical Dialogs for COVID-19 ACL 2021 On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021 Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021 Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ACL 2021 Phoneme-Aware and Channel-Wise Attentive Learning for Text Dependent Speaker Verification Interspeech 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Prioritized Level Replay ICML 2021 Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL 2021