← Learning Types
Deep Learning › Learning Types ›

Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021
E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition INTERSPEECH 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021
HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources ACL 2021
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021
Modeling and Training Strategies for Language Recognition Systems INTERSPEECH 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
Joint Models for Answer Verification in Question Answering Systems ACL 2021
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021
Improving Multiple Object Tracking With Single Object Tracking CVPR 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking ACL 2021
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking INTERSPEECH 2021
PENS: A Dataset and Generic Framework for Personalized News Headline Generation ACL 2021
Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification AAAI 2021