Instruction Fusion: Advancing Prompt Evolution through Hybridization
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Weidong, Yang, Jiuding, Yang, Kaitong, Li, Xiangyang, Rao, Zhuwei, Xu, Yu, Niu, Di |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution
by: Yang, Jiuding, et al.
Published: (2024)
by: Yang, Jiuding, et al.
Published: (2024)
Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants
by: Yang, Jiuding, et al.
Published: (2024)
by: Yang, Jiuding, et al.
Published: (2024)
SIFiD: Reassess Summary Factual Inconsistency Detection with LLM
by: Yang, Jiuding, et al.
Published: (2024)
by: Yang, Jiuding, et al.
Published: (2024)
Model-Level GNN Explanations via Rule-to-Graph Readout for Logit Reconstruction
by: Lu, Shengyao, et al.
Published: (2025)
by: Lu, Shengyao, et al.
Published: (2025)
CompetEvo: Towards Morphological Evolution from Competition
by: Huang, Kangyao, et al.
Published: (2024)
by: Huang, Kangyao, et al.
Published: (2024)
PerfCoder: Large Language Models for Interpretable Code Performance Optimization
by: Yang, Jiuding, et al.
Published: (2025)
by: Yang, Jiuding, et al.
Published: (2025)
HRLAIF: Improvements in Helpfulness and Harmlessness in Open-domain Reinforcement Learning From AI Feedback
by: Li, Ang, et al.
Published: (2024)
by: Li, Ang, et al.
Published: (2024)
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
by: Pei, Qizhi, et al.
Published: (2025)
by: Pei, Qizhi, et al.
Published: (2025)
Pay More Attention to the Robustness of Prompt for Instruction Data Mining
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion
by: Lan, Pengxiang, et al.
Published: (2024)
by: Lan, Pengxiang, et al.
Published: (2024)
RevFFN: Memory-Efficient Full-Parameter Fine-Tuning of Mixture-of-Experts LLMs with Reversible Blocks
by: Liu, Ningyuan, et al.
Published: (2025)
by: Liu, Ningyuan, et al.
Published: (2025)
Guardian: Decoupling Exploration from Safety in Reinforcement Learning
by: Cai, Kaitong, et al.
Published: (2025)
by: Cai, Kaitong, et al.
Published: (2025)
Learning Dynamics of VLM Finetuning
by: Zhang, Jusheng, et al.
Published: (2025)
by: Zhang, Jusheng, et al.
Published: (2025)
Instructional Prompt Optimization for Few-Shot LLM-Based Recommendations on Cold-Start Users
by: Yang, Haowei, et al.
Published: (2025)
by: Yang, Haowei, et al.
Published: (2025)
OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
by: Zhang, Jusheng, et al.
Published: (2025)
by: Zhang, Jusheng, et al.
Published: (2025)
RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability
by: Cai, Kaitong, et al.
Published: (2025)
by: Cai, Kaitong, et al.
Published: (2025)
Backward-Friendly Optimization: Training Large Language Models with Approximate Gradients under Memory Constraints
by: Yang, Jing, et al.
Published: (2025)
by: Yang, Jing, et al.
Published: (2025)
How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation
by: Zhao, Yang, et al.
Published: (2025)
by: Zhao, Yang, et al.
Published: (2025)
HybridToken-VLM: Hybrid Token Compression for Vision-Language Models
by: Zhang, Jusheng, et al.
Published: (2025)
by: Zhang, Jusheng, et al.
Published: (2025)
Efficient Multi-Task Modeling through Automated Fusion of Trained Models
by: Zhou, Jingxuan, et al.
Published: (2025)
by: Zhou, Jingxuan, et al.
Published: (2025)
VickreyFeedback: Cost-efficient Data Construction for Reinforcement Learning from Human Feedback
by: Zhang, Guoxi, et al.
Published: (2024)
by: Zhang, Guoxi, et al.
Published: (2024)
Neuro-Symbolic Verification on Instruction Following of LLMs
by: Su, Yiming, et al.
Published: (2026)
by: Su, Yiming, et al.
Published: (2026)
DRIP: Defending Prompt Injection via Token-wise Representation Editing and Residual Instruction Fusion
by: Liu, Ruofan, et al.
Published: (2025)
by: Liu, Ruofan, et al.
Published: (2025)
VirPro: Visual-referred Probabilistic Prompt Learning for Weakly-Supervised Monocular 3D Detection
by: Liu, Chupeng, et al.
Published: (2026)
by: Liu, Chupeng, et al.
Published: (2026)
Causal Invariance and Counterfactual Learning Driven Cooperative Game for Multi-Label Classification
by: Fan, Yijia, et al.
Published: (2025)
by: Fan, Yijia, et al.
Published: (2025)
Defending against Indirect Prompt Injection by Instruction Detection
by: Wen, Tongyu, et al.
Published: (2025)
by: Wen, Tongyu, et al.
Published: (2025)
Tokenization, Fusion and Decoupling: Bridging the Granularity Mismatch Between Large Language Models and Knowledge Graphs
by: Su, Siyue, et al.
Published: (2026)
by: Su, Siyue, et al.
Published: (2026)
Enhancing LLM Instruction Following: An Evaluation-Driven Multi-Agentic Workflow for Prompt Instructions Optimization
by: Purpura, Alberto, et al.
Published: (2026)
by: Purpura, Alberto, et al.
Published: (2026)
SCOPE: Prompt Evolution for Enhancing Agent Effectiveness
by: Pei, Zehua, et al.
Published: (2025)
by: Pei, Zehua, et al.
Published: (2025)
M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models
by: Guo, Jiaxin, et al.
Published: (2024)
by: Guo, Jiaxin, et al.
Published: (2024)
EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers
by: Guo, Qingyan, et al.
Published: (2023)
by: Guo, Qingyan, et al.
Published: (2023)
Spectral Attention Steering for Prompt Highlighting
by: Li, Weixian Waylon, et al.
Published: (2026)
by: Li, Weixian Waylon, et al.
Published: (2026)
UltraIF: Advancing Instruction Following from the Wild
by: An, Kaikai, et al.
Published: (2025)
by: An, Kaikai, et al.
Published: (2025)
Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation
by: Li, Feiran, et al.
Published: (2025)
by: Li, Feiran, et al.
Published: (2025)
PromptFlow: Training Prompts Like Neural Networks
by: Wang, Jingyi, et al.
Published: (2025)
by: Wang, Jingyi, et al.
Published: (2025)
Batch-Instructed Gradient for Prompt Evolution:Systematic Prompt Optimization for Enhanced Text-to-Image Synthesis
by: Yang, Xinrui, et al.
Published: (2024)
by: Yang, Xinrui, et al.
Published: (2024)
AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection
by: Xu, Xiaoman, et al.
Published: (2024)
by: Xu, Xiaoman, et al.
Published: (2024)
AgriWorld:A World Tools Protocol Framework for Verifiable Agricultural Reasoning with Code-Executing LLM Agents
by: Zhang, Zhixing, et al.
Published: (2026)
by: Zhang, Zhixing, et al.
Published: (2026)
Cost-Effective Communication: An Auction-based Method for Language Agent Interaction
by: Fan, Yijia, et al.
Published: (2025)
by: Fan, Yijia, et al.
Published: (2025)
Augmenting Limited and Biased RCTs through Pseudo-Sample Matching-Based Observational Data Fusion Method
by: Han, Kairong, et al.
Published: (2025)
by: Han, Kairong, et al.
Published: (2025)
Similar Items
-
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution
by: Yang, Jiuding, et al.
Published: (2024) -
Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants
by: Yang, Jiuding, et al.
Published: (2024) -
SIFiD: Reassess Summary Factual Inconsistency Detection with LLM
by: Yang, Jiuding, et al.
Published: (2024) -
Model-Level GNN Explanations via Rule-to-Graph Readout for Logit Reconstruction
by: Lu, Shengyao, et al.
Published: (2025) -
CompetEvo: Towards Morphological Evolution from Competition
by: Huang, Kangyao, et al.
Published: (2024)