Multi-Task Learning

Where’s the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit EMNLP 2022 WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification Interspeech 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 A Bag of Tricks for Dialogue Summarization EMNLP 2021 Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation AAAI 2021 Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation CVPR 2021 Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021 A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021 An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021 argmax centroid NeurIPS 2021 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading EMNLP 2021 Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021 A Web Scale Entity Extraction System EMNLP 2021 “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021 Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021 BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning EMNLP 2021 Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification AAAI 2021 Collaborative Group Learning AAAI 2021 Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization CVPR 2021 CompositeTasking: Understanding Images by Spatial Composition of Tasks CVPR 2021 Conflict-Averse Gradient Descent for Multi-task learning NeurIPS 2021 Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021 Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking Interspeech 2021 Cross-Lingual Abstractive Summarization with Limited Parallel Resources ACL 2021