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Multi-Task Learning

2,582 papers

Papers per year

3
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30
283
334
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Papers

End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding IJCAI 2024
All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024
On the Success and Limitations of Auxiliary Network Based Word-Level End-to-End Neural Speaker Diarization INTERSPEECH 2024
Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning INTERSPEECH 2024
Serialized Output Training by Learned Dominance INTERSPEECH 2024
SOT Triggered Neural Clustering for Speaker Attributed ASR INTERSPEECH 2024
Unified Multi-Talker ASR with and without Target-speaker Enrollment INTERSPEECH 2024
A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech INTERSPEECH 2024
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility INTERSPEECH 2024
Hierarchical Multi-Task Learning with CTC and Recursive Operation INTERSPEECH 2024
Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data JMLR 2024
Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis JMLR 2024
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024
Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024
Stochastic-Constrained Stochastic Optimization with Markovian Data JMLR 2024
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples NAACL 2024
Interplay of Machine Translation, Diacritics, and Diacritization NAACL 2024
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024
Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory NAACL 2024
Compositional Structured Explanation Generation with Dynamic Modularized Reasoning NAACL 2024
DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure SEMEVAL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
CoT-based Data Augmentation Strategy for Persuasion Techniques Detection SEMEVAL 2024
ALF at SemEval-2024 Task 9: Exploring Lateral Thinking Capabilities of LMs through Multi-task Fine-tuning SEMEVAL 2024