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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

Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences INTERSPEECH 2023
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism EMNLP 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations INTERSPEECH 2023
Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers INTERSPEECH 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023
TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion EMNLP 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023
Asymptotic Bayes risk of semi-supervised multitask learning on Gaussian mixture AISTATS 2023
Application of Knowledge Distillation to Multi-Task Speech Representation Learning INTERSPEECH 2023
Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023
Document Understanding Dataset and Evaluation (DUDE) ICCV 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy ICCV 2023
CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision ICCV 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving ICCV 2023
Bridging Argument Quality and Deliberative Quality Annotations with Adapters EACL 2023
Paper Bullets: Modeling Propaganda with the Help of Metaphor EACL 2023
A simple but effective model for attachment in discourse parsing with multi-task learning for relation labeling EACL 2023
Gap Minimization for Knowledge Sharing and Transfer JMLR 2023
Why Don’t You Do It Right? Analysing Annotators’ Disagreement in Subjective Tasks EACL 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning ICCV 2023
Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts ICCV 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
Multi-task View Synthesis with Neural Radiance Fields ICCV 2023