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instruction tuning

923 papers

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IT

Co-occurring keywords · papers mentioning both

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

Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance CVPR 2026 NYCU-NLP at SemEval-2026 Task 9: Stacking Small Language Models for Multilingual, Multicultural and Multievent Polarization Detection SemEval 2026 O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model AAAI 2026 OmniGen2: Towards Instruction-Aligned Multimodal Generation CVPR 2026 Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages ACL 2026 PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026 PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026 Qomhrá: A Bilingual Irish and English Large Language Model EACL 2026 Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training CVPR 2026 RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AAAI 2026 SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026 Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs EACL 2026 Score2Instruct: Scaling Up Video Quality-Centric Instructions via Automated Dimension Scoring CVPR 2026 SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe ACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 Streaming Video Instruction Tuning CVPR 2026 Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political Interviews SemEval 2026 Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026 Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ACL 2026 Tokenization Allows Multimodal Large Language Models to Understand, Generate and Edit Architectural Floor Plans CVPR 2026 Unlocking Large Audio-Language Models for Interactive Language Learning EACL 2026 UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026 VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging CVPR 2026 Versatile Vision-Language Model for 3D Computed Tomography AAAI 2026 VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction CVPR 2026