Fine-Tuning

On Synthesizing Data for Context Attribution in Question Answering ACL 2025 PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025 PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025 PersonaBooth: Personalized Text-to-Motion Generation CVPR 2025 Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning CVPR 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025 Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025 QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025 Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning ICLR 2025 ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025 Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025 Recognizing Limits: Investigating Infeasibility in Large Language Models EMNLP 2025 Representation Bending for Large Language Model Safety ACL 2025 Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context EMNLP 2025 Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025 Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging EMNLP 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025