supervised fine-tuning

abateam at SemEval-2026 Task 1: Plan2joke – Humor Policies for Type-Specific Two-Pass Humor Generation SemEval 2026 AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning Prompts SemEval 2026 Act2See: Emergent Active Visual Perception for Video Reasoning CVPR 2026 A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics AAAI 2026 A Layer-wise Analysis of Supervised Fine-Tuning ACL 2026 ALPS-Lab at SemEval-2026 Task 3: A Multilingual Generative LLM Approach for Dimensional Aspect Sentiment Analysis SemEval 2026 AMIYA Shared Task: Arabic Modeling In Your Accent at VarDial 2026 EACL 2026 Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task SemEval 2026 Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection EACL 2026 Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach ACL 2026 Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs ACL 2026 Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026 Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning ACL 2026 BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish EACL 2026 BITS Pilani at SemEval-2026 Task 9: Structured Supervised Fine-Tuning with DPO Refinement for Polarization Detection SemEval 2026 Boosting Vision-Language-Action Finetuning with Feasible Action Neighborhood Prior CVPR 2026 CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event Reasoning SemEval 2026 CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning CVPR 2026 ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry ACL 2026 Compatibility-Aware Dynamic Fine-Tuning for Large Language Models ACL 2026 Complexity-aware fine-tuning EACL 2026 Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026 Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration ACL 2026