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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024
Retrieved Sequence Augmentation for Protein Representation Learning EMNLP 2024
Offline Multitask Representation Learning for Reinforcement Learning NIPS 2024
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation ACL 2024
Any-Way Meta Learning AAAI 2024
ManWav: The First Manchu ASR Model ACL 2024
Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NIPS 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
Fine-tuning Pre-trained Models for Robustness under Noisy Labels IJCAI 2024
Efficient Stitchable Task Adaptation CVPR 2024
Reusing Transferable Weight Increments for Low-resource Style Generation EMNLP 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024
Knowledge Fusion By Evolving Weights of Language Models ACL 2024