Fine-Tuning

QFrCoLA: a Quebec-French Corpus of Linguistic Acceptability Judgments EMNLP 2025 Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation EMNLP 2025 RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025 ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025 Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ACL 2025 Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 ReLearn: Unlearning via Learning for Large Language Models ACL 2025 Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025 Robust fine-tuning of speech recognition models via model merging: application to disordered speech Interspeech 2025 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025 Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025 SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 Selective Visual Prompting in Vision Mamba AAAI 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation CVPR 2025 SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters ICLR 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025 SQ-AST: A Transformer-Based Model for Speech Quality Prediction Interspeech 2025