supervised fine-tuning

Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning ACL 2026 LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding CVPR 2026 MedGRPO: Multi-Task Reinforcement Learning for Heterogeneous Medical Video Understanding CVPR 2026 Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026 MM-ReCoder: Advancing Chart-to-Code Generation with Reinforcement Learning and Self-Correction CVPR 2026 Monet: Reasoning in Latent Visual Space Beyond Image and Language CVPR 2026 MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models ACL 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs ACL 2026 NoRD: A Data-Efficient Vision-Language-Action Model that Drives without Reasoning CVPR 2026 OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning CVPR 2026 OneThinker: All-in-one Reasoning Model for Image and Video CVPR 2026 OpenMMReasoner: Pushing the Frontiers in Multimodal Reasoning with an Open and General Recipe CVPR 2026 OS-Oracle: A Comprehensive Framework for Cross-Platform GUI Critic Models CVPR 2026 PAI at SemEval-2026 Task 3: An LLM and Data Redistribution Adaptation-Based Predictive Strategy for Valence-Arousal Scores SemEval 2026 Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ACL 2026 ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data AAAI 2026 Phrase-Grounding-Aware Supervised Fine-Tuning for Chart Recognition via Side-Masked Attention CVPR 2026 PingAn-NLP at SemEval-2026 Task 9: Multi-Stage Alignment via GRPO and Tiered Ensemble Voting for Multilingual Polarization Detection SemEval 2026 PoeTone: A Framework for Constrained Generation of Structured Chinese Songci with LLMs AAAI 2026 PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback CVPR 2026 Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning ACL 2026 RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning MIDL 2026 ReActR: Reasoning through Error-Activated Reflection for LLM Post-Training ACL 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 Reasoning Structure Matters for Safety Alignment of Reasoning Models ACL 2026