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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

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
Biologically Inspired Learning Model for Instructed Vision NIPS 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024
Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024
PICT at StanceEval2024: Stance Detection in Arabic using Ensemble of Large Language Models ACL 2024
Adapting transformer models to morphological tagging of two highly inflectional languages: a case study on Ancient Greek and Latin ACL 2024
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NIPS 2024
A Unified Framework for 3D Scene Understanding NIPS 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
High-order Joint Constituency and Dependency Parsing COLING 2024
Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024
Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024
Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation ACL 2024
Positive and Risky Message Assessment for Music Products COLING 2024
UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024
Emo-Gen BART - A Multitask Emotion-Informed Dialogue Generation Framework EACL 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024
McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Narrative Action Evaluation with Prompt-Guided Multimodal Interaction CVPR 2024