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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Introducing Self-Supervised Phonetic Information for Text-Independent Speaker Verification INTERSPEECH 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets INTERSPEECH 2023
Persuasion Strategies in Advertisements AAAI 2023
Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023
Multi-Source Survival Domain Adaptation AAAI 2023
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception AAAI 2023
Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification EMNLP 2023
Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning ICML 2023
MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023
Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification EMNLP 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods EACL 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms NIPS 2023
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023
MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation EMNLP 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions ACL 2023
Quality Estimation-Assisted Automatic Post-Editing EMNLP 2023
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? ACL 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system ACL 2023