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instruction tuning

923 papers

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IT

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large language model (481) language model (91) vision-language model (69) multimodal learning (68) zero-shot learning (67) multimodal large language model (62) transfer learning (55) few-shot learning (46) low-resource language (45) in-context learning (42)

Papers

What Happens When: Learning Temporal Orders of Events in Videos WACV 2026 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026 What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026 YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual Tasks SemEval 2026 YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing SemEval 2026 YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction COLING 2025 Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection ICLR 2025 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 AgentRefine: Enhancing Agent Generalization through Refinement Tuning ICLR 2025 AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning WACV 2025 A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025 akhilrajeevp at BHASHA Task 1: Minimal-Edit Instruction Tuning for Low-Resource Indic GEC AACL 2025 ALARB: An Arabic Legal Argument Reasoning Benchmark EMNLP 2025 Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation EMNLP 2025 A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025 Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025