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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

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023
MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023
A simple but effective model for attachment in discourse parsing with multi-task learning for relation labeling EACL 2023
Paper Bullets: Modeling Propaganda with the Help of Metaphor EACL 2023
Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification EMNLP 2023
Bridging Argument Quality and Deliberative Quality Annotations with Adapters EACL 2023
Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding EACL 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
Toxicity, Morality, and Speech Act Guided Stance Detection EMNLP 2023
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023
Why Don’t You Do It Right? Analysing Annotators’ Disagreement in Subjective Tasks EACL 2023
MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation EMNLP 2023
Speech Emotion Recognition using Decomposed Speech via Multi-task Learning INTERSPEECH 2023
Emotion Prompting for Speech Emotion Recognition INTERSPEECH 2023
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023
A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023
LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023
Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News SEMEVAL 2023
CICL_DMS at SemEval-2023 Task 11: Learning With Disagreements (Le-Wi-Di) SEMEVAL 2023
KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis ACL 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes INTERSPEECH 2023
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem INTERSPEECH 2023
A Multi-Task Learning Framework for Sound Event Detection using High-level Acoustic Characteristics of Sounds INTERSPEECH 2023
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition INTERSPEECH 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023