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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

Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression SEMEVAL 2022
AMS_ADRN at SemEval-2022 Task 5: A Suitable Image-text Multimodal Joint Modeling Method for Multi-task Misogyny Identification SEMEVAL 2022
DCT-Centered Temporal Relation Extraction COLING 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework SEMEVAL 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SEMEVAL 2022
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022
DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection SEMEVAL 2022
A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction ACL 2022
Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection COLING 2022
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations COLING 2022
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022
Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022
Toward Building a Language Model for Understanding Temporal Commonsense AACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022
In Defense of the Unitary Scalarization for Deep Multi-Task Learning NIPS 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022