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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

Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring IJCAI 2024
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
Transfer learning for tensor Gaussian graphical models JMLR 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024
Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images CVPR 2024
Adapters Strike Back CVPR 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024
ProG: A Graph Prompt Learning Benchmark NIPS 2024
Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024
On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
Awajun-OP: Multi-domain dataset for Spanish–Awajun Machine Translation NAACL 2024
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024
Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
Detecting Hate Speech in Turkish Print Media: A Corpus and A Hybrid Approach with Target-oriented Linguistic Knowledge EACL 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024