parameter-efficient fine-tuning

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026 ABARUAH at SemEval-2026 Task 9: Multilingual Polarization Detection across Seven Indic Languages using Qwen3 SemEval 2026 A Closed-Track System for Palestinian Arabic in the AMIYA Shared Task EACL 2026 Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning. ACL 2026 AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026 Addressing the Ecological Fallacy in Larger LMs with Human Context CoNLL 2026 Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026 Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning ACL 2026 baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026 Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation CVPR 2026 BEFT: Bias-Efficient Fine-Tuning of Language Models in Low-Data Regimes ACL 2026 Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026 Bilevel Layer-Positioning LoRA for Real Image Dehazing CVPR 2026 BiProLoRA: Bilevel Prompt LoRA for Real Scene Recovery CVPR 2026 Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation AAAI 2026 Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026 Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT AAAI 2026 Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts ACL 2026 CF-IPT: Cross-Modal Fusion Interactive Prompt Tuning of Vision-Language Pre-Trained Model for Multisource Remote Sensing Data Classification CVPR 2026 CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-based Anomaly Synthesis AAAI 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation CVPR 2026 CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters ACL 2026 D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026