fine tuning

Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach ICML 2025 Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers ICML 2025 Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets ICML 2025 Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection ICML 2025 Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport ICML 2025 SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning ICML 2025 SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025 Synthaesthetic Art: Human-Machine Creative Collaboration NeurIPS 2025 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ICML 2025 Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SemEval 2025 Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025 The Elicitation Game: Evaluating Capability Elicitation Techniques ICML 2025 TinyTim: a family of language models for divergent generation NeurIPS 2025 Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees ICML 2025 Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis ICML 2025 TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies ICLR 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs ICML 2025 Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025 Understanding Synthetic Context Extension via Retrieval Heads ICML 2025 (Un)Natural Language NeurIPS 2025 Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting ICML 2025 WeGeFT: Weight-Generative Fine-Tuning for Multi-Faceted Efficient Adaptation of Large Models ICML 2025 What Do Learning Dynamics Reveal About Generalization in LLM Mathematical Reasoning? ICML 2025