supervised fine-tuning

CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning AAAI 2026 CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think CVPR 2026 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ACL 2026 CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards ACL 2026 D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026 DecIF: Improving Instruction-Following through Decomposition ACL 2026 Defenses Against Prompt Attacks Learn Surface Heuristics ACL 2026 Demystifying Data Organization for Enhanced LLM Training ACL 2026 Detect Anything via Next Point Prediction CVPR 2026 DEVA: Fine-tuning Multimodal Large Language Models for Visual Perception Tasks CVPR 2026 DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation AAAI 2026 d’Olle Grieze at SemEval-2026 Task 11: Comparing the Impact of Supervised Fine-Tuning and Activation Steering on Mitigating Content Effect Bias in Syllogistic Reasoning SemEval 2026 DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents ACL 2026 Dynamics-Aware Preference Optimization for Vision-Language Models CVPR 2026 EduDiag: A Benchmark for Educational Diagnostic Reasoning with Error Tracing and Correction on Large Multimodal Models CVPR 2026 Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training AAAI 2026 EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models CVPR 2026 EpiCaR: Knowing What You Don’t Know Matters for Better Reasoning in LLMs ACL 2026 ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking AAAI 2026 EVA: Efficient Reinforcement Learning for End-to-End Video Agent CVPR 2026 FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026 From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control ACL 2026 From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning AAAI 2026 FUSAR-GPT: A Spatiotemporal Feature-Embedded and Two-Stage Decoupled Visual Language Model for SAR Imagery CVPR 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026