multi-task learning

2556 papers

Explore in graph

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

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024

One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024

Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NIPS 2024

FAME: Towards Factual Multi-Task Model Editing EMNLP 2024

Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model INTERSPEECH 2024

Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction EMNLP 2024

MIND: Multi-Task Incremental Network Distillation AAAI 2024

Hierarchical Multi-Task Learning with CTC and Recursive Operation INTERSPEECH 2024

EDM3: Event Detection as Multi-task Text Generation NAACL 2024

Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024

Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking EACL 2024

Improving Sign Language Production in the Healthcare Domain Using UMLS and Multi-task Learning COLING 2024

muNERa at WojoodNER 2024: Multi-tasking NER Approach ACL 2024

Pre-trained Gaussian Processes for Bayesian Optimization JMLR 2024

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval COLING 2024

Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms NIPS 2024

PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024

Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024

McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding ACL 2024

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness SEMEVAL 2024

DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure SEMEVAL 2024

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024