supervised fine-tuning

Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 PokerBench: Training Large Language Models to Become Professional Poker Players AAAI 2025 Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025 Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning EMNLP 2025 Preserving Diversity in Supervised Fine-Tuning of Large Language Models ICLR 2025 Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification NAACL 2025 Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025 Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models Interspeech 2025 ReCoT: Reflective Self-Correction Training for Mitigating Confirmation Bias in Large Vision-Language Models ICCV 2025 RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025 Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025 Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ACL 2025 Robust Multimodal Large Language Models Against Modality Conflict ICML 2025 ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL ICLR 2025 RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025 S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning ACL 2025 Scalable Vision Language Model Training via High Quality Data Curation ACL 2025