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conftrace_

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

Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025 Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training EMNLP 2025 Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection EMNLP 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models ICLR 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025 Pula: Training Large Language Models for Setswana NAACL 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025 RecLM: Recommendation Instruction Tuning ACL 2025 ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025 Rethinking Table Instruction Tuning ACL 2025 Revealing the Inherent Instructability of Pre-Trained Language Models EMNLP 2025 Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ACL 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning ICCV 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning EMNLP 2025 Scalable Vision Language Model Training via High Quality Data Curation ACL 2025 Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation ICLR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025