parameter-efficient fine-tuning

akhilrajeevp at BHASHA Task 1: Minimal-Edit Instruction Tuning for Low-Resource Indic GEC AACL 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025 An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 AROMA: Autonomous Rank-one Matrix Adaptation EMNLP 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 Attention to the Burstiness in Visual Prompt Tuning! ICCV 2025 Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SemEval 2025 AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025 BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs ACL 2025 BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025 Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 Block Circulant Adapter for Large Language Models IJCAI 2025 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models CVPR 2025 Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025 Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers ICML 2025