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Transfer Learning
8078 directly classified papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
Considering Length Diversity in Retrieval-Augmented Summarization
NAACL 2025
Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation
IJCAI 2025
CUET-NLP_Big_O@DravidianLangTech 2025: A BERT-based Approach to Detect Fake News from Malayalam Social Media Texts
NAACL 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation
ICCV 2025
PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment
IJCAI 2025
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes
NAACL 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank
NAACL 2025
Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey
IJCAI 2025
Language Models Lack Temporal Generalization and Bigger is Not Better
ACL 2025
Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation
IJCAI 2025
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce
NAACL 2025
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark
ACL 2025
Hypernetwork Aggregation for Decentralized Personalized Federated Learning
IJCAI 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation
EMNLP 2025
ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien
NAACL 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning
NAACL 2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification
IJCAI 2025
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models
NAACL 2025
Transferable Post-training via Inverse Value Learning
NAACL 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering
EMNLP 2025
Continual Learning in Multilingual Sign Language Translation
NAACL 2025
Cross-Lingual Transfer Learning for Speech Translation
NAACL 2025
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
NAACL 2025
RewardBench: Evaluating Reward Models for Language Modeling
NAACL 2025
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