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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

An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022
DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022
Anaphora Resolution in Dialogue: System Description (CODI-CRAC 2022 Shared Task) COLING 2022
Span Extraction Aided Improved Code-mixed Sentiment Classification COLING 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit COLING 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NIPS 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature COLING 2022
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
Active Learning for Multiple Target Models NIPS 2022
Multi-Task Learning as a Bargaining Game ICML 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022
Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022
Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning UAI 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds CVPR 2022
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes IJCAI 2022
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching IJCAI 2022