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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

Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021
Facial Emotion Recognition With Noisy Multi-Task Annotations WACV 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SEMEVAL 2021
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction INTERSPEECH 2021
Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021
Generating Hypothetical Events for Abductive Inference ACL 2021
Multi-Loss Weighting With Coefficient of Variations WACV 2021
Automatic Quantification of Plant Disease From Field Image Data Using Deep Learning WACV 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP 2021
Papago’s Submission for the WMT21 Quality Estimation Shared Task EMNLP 2021
Netmarble AI Center’s WMT21 Automatic Post-Editing Shared Task Submission EMNLP 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021
Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021
Multi-task Learning in Argument Mining for Persuasive Online Discussions EMNLP 2021
Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources ACL 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN ACL 2021
N-MTTL SI Model: Non-Intrusive Multi-Task Transfer Learning-Based Speech Intelligibility Prediction Model with Scenery Classification INTERSPEECH 2021
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021
Hyperparameter Transfer Learning with Adaptive Complexity AISTATS 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns AISTATS 2021