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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

InstructDubber: Instruction-based Alignment for Zero-shot Movie Dubbing AAAI 2026 Instruction Data Selection via Answer Divergence ACL 2026 Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026 InstructLR: A Scalable Approach to Create Instruction Dataset for Under-Resourced Languages EACL 2026 Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026 IPN at MWE-2026 PARSEME 2.0 Subtask 1: MWE Identification via Related Languages and Harnessing Thinking Mode EACL 2026 JIA at SemEval-2026 Task 10: A Dual-Track System with BERT-based Encoders and LLMs for Conspiracy Analysis SemEval 2026 kirito at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via Sentence Structure Parsing Preprocessing and Prompt-Enhanced Instruction Tuning SemEval 2026 Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection CVPR 2026 LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding AAAI 2026 LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding CVPR 2026 LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026 Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026 LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026 MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic EACL 2026 MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026 MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models ACL 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment SemEval 2026 Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ACL 2026 MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026 More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs ACL 2026 MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce ACL 2026