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multi-task learning

2575 papers

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Also known as

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

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022
Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition INTERSPEECH 2022
Sharing Decoders: Network Fission for Multi-Task Pixel Prediction WACV 2022
HLDC: Hindi Legal Documents Corpus ACL 2022
Scheduled Multi-task Learning for Neural Chat Translation ACL 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition ACL 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
Deep Segment Model for Acoustic Scene Classification INTERSPEECH 2022
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking INTERSPEECH 2022
Constrained Multi-Task Learning for Bridging Resolution ACL 2022
In Defense of the Unitary Scalarization for Deep Multi-Task Learning NIPS 2022
An Emotion-Based Multi-Task Approach to Fake News Detection (Student Abstract) AAAI 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution AAAI 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NIPS 2022
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context NAACL 2022
Active Learning for Multiple Target Models NIPS 2022
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022