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multi-task learning

2575 papers

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MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Towards Unification of Discourse Annotation Frameworks ACL 2022
Multi-Task Learning to Capture Changes in Mood Over Time NAACL 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022
Reinforcement Learning with Option Machines IJCAI 2022
Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022
Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection CVPR 2022
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP 2022
DAD-3DHeads: A Large-Scale Dense, Accurate and Diverse Dataset for 3D Head Alignment From a Single Image CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation AAAI 2022
Span Extraction Aided Improved Code-mixed Sentiment Classification COLING 2022
Anaphora Resolution in Dialogue: System Description (CODI-CRAC 2022 Shared Task) COLING 2022
Controllable Dynamic Multi-Task Architectures CVPR 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 2022
Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Joint Human Pose Estimation and Instance Segmentation with PosePlusSeg AAAI 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction COLING 2022
Multi-Perspective Document Revision COLING 2022