Parameter-Efficient Fine-Tuning

ttda704 at SemEval-2026 Task 6: Structured Chain-of-Thought Prompting for Political Evasion Detection SemEval 2026 Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation MIDL 2026 UTRAG at SemEval-2026 Task 8: History-Aware Query Rewriting and LoRA-Finetuned Generation for Multi-Turn RAG SemEval 2026 Vision-Speech Models: Teaching Speech Models to Converse about Images CVPR 2026 VLA Models Are More Generalizable Than You Think: Revisiting Physical and Spatial Modeling CVPR 2026 WeightLoRA: Keep Only Necessary Adapters ACL 2026 Zero-Shot Reconstruction of Animatable 3D Avatars with Cloth Dynamics from a Single Image CVPR 2026 Adapting Whisper for Parameter-efficient Code-Switching Speech Recognition via Soft Prompt Tuning Interspeech 2025 ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning ICLR 2025 AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking SemEval 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 A Shared Low-Rank Adaptation Approach to Personalized RLHF AISTATS 2025 A Study on The Impact of Foundation Models on Automatic Depression Detection from Speech Signals Interspeech 2025 Bayesian Principles Improve Prompt Learning In Vision-Language Models AISTATS 2025 Boundary-Aware Refinement with Environment-Robust Adapter Tuning for Underwater Instance Segmentation ACML 2025 CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition Interspeech 2025 CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media ACML 2025 Dual-Module Collaborative LoRA for Effective Large Language Model Fine-Tuning ACML 2025 EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models EMNLP 2025 Efficient Multilingual ASR Finetuning via LoRA Language Experts Interspeech 2025 Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement ICLR 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 Fine-tuning Strategies for Automatic Speech Recognition of Low-Resource Speech with Autism Spectrum Disorder Interspeech 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 In-Context Meta LoRA Generation IJCAI 2025