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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Multi-Cell Compositional LSTM for NER Domain Adaptation ACL 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL 2020
Benefits of Intermediate Annotations in Reading Comprehension ACL 2020
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT ACL 2020
Towards Emotion-aided Multi-modal Dialogue Act Classification ACL 2020
Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis ACL 2020
Target Inference in Argument Conclusion Generation ACL 2020
Joint Modelling of Emotion and Abusive Language Detection ACL 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL 2020
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ACL 2020
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions ACL 2020
Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL 2020
Generalizing Natural Language Analysis through Span-relation Representations ACL 2020
Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills ACL 2020
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL 2020
Injecting Numerical Reasoning Skills into Language Models ACL 2020
A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection CVPR 2020
Joint Spatial-Temporal Optimization for Stereo 3D Object Tracking CVPR 2020
Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing CVPR 2020
Instance-Aware Image Colorization CVPR 2020
Multi-Scale Interactive Network for Salient Object Detection CVPR 2020
Deep Homography Estimation for Dynamic Scenes CVPR 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020