transfer learning

LLM Data Selection and Utilization via Dynamic Bi-level Optimization ICML 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025 LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025 LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025 LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Logos as a Well-Tempered Pre-train for Sign Language Recognition EMNLP 2025 LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning EMNLP 2025 LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization EMNLP 2025 LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation ICLR 2025 LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025 LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks AACL 2025 M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis EMNLP 2025 MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025 Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning ICLR 2025 Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs COLING 2025 Mamba-Adaptor: State Space Model Adaptor for Visual Recognition CVPR 2025 MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba ICLR 2025 Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025 MCD-CLIP: Multi-view Chest Disease Diagnosis with Disentangled CLIP IJCAI 2025 MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025 Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025