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Transfer Learning

1113 directly classified papers

Papers per year

Papers

CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? AACL 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation COLING 2025
Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
SiTa - Sinhala and Tamil Speaker Diarization Dataset in the Wild COLING 2025
Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025
From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting NAACL 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025