← Learning Types
Machine Learning › Learning Types ›

Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024
Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024
Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory NAACL 2024
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NIPS 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs NIPS 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024
Temporal Validity Change Prediction ACL 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023
Contrastive Multi-Task Dense Prediction AAAI 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023
Task-aware Retrieval with Instructions ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
Understanding Differential Search Index for Text Retrieval ACL 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation ACL 2023
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023
Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes INTERSPEECH 2023