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Fine-Tuning

487 directly classified papers

Papers per year

Papers

Large Language Models Still Exhibit Bias in Long Text ACL 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025
Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025
PersonaBooth: Personalized Text-to-Motion Generation CVPR 2025
APT: Adaptive Personalized Training for Diffusion Models with Limited Data CVPR 2025
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025
Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025
Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions SEMEVAL 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025
Learning to Summarize from LLM-generated Feedback NAACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025
An empirical study of validating synthetic data for formula generation NAACL 2025
MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025
Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025