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transfer learning

5442 papers

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domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context AAAI 2025
MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection SEMEVAL 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SEMEVAL 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025
RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one NAACL 2025
Code_Conquerors@DravidianLangTech 2025: Multimodal Misogyny Detection in Dravidian Languages Using Vision Transformer and BERT NAACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
DLU: Dictionary Look-Up Data and Prediction CONLL 2025
TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025
Towards compact and efficient Slovak summarization models ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ACL 2025
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025
What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025
zhouyijiang1 at SemEval-2025 Task 11: A Multi-tag Detection Method based on Pre-training Language Models ACL 2025
Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ACL 2025
ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training ICCV 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025
The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025