Instruction Tuning

AGAI at SemEval-2026 Task 10: Enhancing Conspiracy Detection via Instruction-tuned LLMs SemEval 2026 Compatibility-Aware Dynamic Fine-Tuning for Large Language Models ACL 2026 CUETClashing at SemEval-2026 Task 1: Multilingual Joke Generation Under Lexical and Topical Constraints Using Small Instruction-Tuned LLMs SemEval 2026 EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing CVPR 2026 fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding CVPR 2026 From Selection to Refinement: Iterative Optimization for Instruction Data ACL 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 Hybrid Agents for Image Restoration CVPR 2026 ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following ACL 2026 Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset CVPR 2026 Inter-Edit: First Benchmark for Interactive Instruction-Based Image Editing CVPR 2026 Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection CVPR 2026 More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs ACL 2026 Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance CVPR 2026 OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026 OmniGen2: Towards Instruction-Aligned Multimodal Generation CVPR 2026 PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ACL 2026 Score2Instruct: Scaling Up Video Quality-Centric Instructions via Automated Dimension Scoring CVPR 2026 Streaming Video Instruction Tuning CVPR 2026 Tokenization Allows Multimodal Large Language Models to Understand, Generate and Edit Architectural Floor Plans CVPR 2026 UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026 VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging CVPR 2026 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025