LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Haowei, Lyu, Haotian, Zhang, Tianle, Wang, Dingzhou, Zhao, Yushang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning
by: Zhao, Gang, et al.
Published: (2024)
by: Zhao, Gang, et al.
Published: (2024)
EventCast: Hybrid Demand Forecasting in E-Commerce with LLM-Based Event Knowledge
by: Hu, Congcong, et al.
Published: (2026)
by: Hu, Congcong, et al.
Published: (2026)
Identifying High Consideration E-Commerce Search Queries
by: Chen, Zhiyu, et al.
Published: (2024)
by: Chen, Zhiyu, et al.
Published: (2024)
Neural Retrievers are Biased Towards LLM-Generated Content
by: Dai, Sunhao, et al.
Published: (2023)
by: Dai, Sunhao, et al.
Published: (2023)
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025)
by: Qiu, Zhangchi, et al.
Published: (2025)
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce
by: Lin, Zhe, et al.
Published: (2024)
by: Lin, Zhe, et al.
Published: (2024)
Agentic Entropy-Balanced Policy Optimization
by: Dong, Guanting, et al.
Published: (2025)
by: Dong, Guanting, et al.
Published: (2025)
Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks
by: Zhao, Yushang, et al.
Published: (2025)
by: Zhao, Yushang, et al.
Published: (2025)
PSCon: Product Search Through Conversations
by: Zou, Jie, et al.
Published: (2025)
by: Zou, Jie, et al.
Published: (2025)
SafeCRS: Personalized Safety Alignment for LLM-Based Conversational Recommender Systems
by: Hao, Haochang, et al.
Published: (2026)
by: Hao, Haochang, et al.
Published: (2026)
Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning
by: Kaczmarek, Jeremi I., et al.
Published: (2025)
by: Kaczmarek, Jeremi I., et al.
Published: (2025)
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
by: Jin, Bowen, et al.
Published: (2025)
by: Jin, Bowen, et al.
Published: (2025)
Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production
by: Liu, Junhua, et al.
Published: (2024)
by: Liu, Junhua, et al.
Published: (2024)
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
by: Lyu, Hanjia, et al.
Published: (2023)
by: Lyu, Hanjia, et al.
Published: (2023)
Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning
by: Wu, Yuhang, et al.
Published: (2026)
by: Wu, Yuhang, et al.
Published: (2026)
Deep Learning Model Acceleration and Optimization Strategies for Real-Time Recommendation Systems
by: Shao, Junli, et al.
Published: (2025)
by: Shao, Junli, et al.
Published: (2025)
KG-RAG: Bridging the Gap Between Knowledge and Creativity
by: Sanmartin, Diego
Published: (2024)
by: Sanmartin, Diego
Published: (2024)
Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts
by: Zou, Jie, et al.
Published: (2025)
by: Zou, Jie, et al.
Published: (2025)
Learning an Effective Premise Retrieval Model for Efficient Mathematical Formalization
by: Tao, Yicheng, et al.
Published: (2025)
by: Tao, Yicheng, et al.
Published: (2025)
Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy
by: Yang, Haowei, et al.
Published: (2025)
by: Yang, Haowei, et al.
Published: (2025)
GSID: Generative Semantic Indexing for E-Commerce Product Understanding
by: Yang, Haiyang, et al.
Published: (2025)
by: Yang, Haiyang, et al.
Published: (2025)
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine
by: Dou, Chengfeng, et al.
Published: (2025)
by: Dou, Chengfeng, et al.
Published: (2025)
Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval
by: Sheikholeslami, Nima, et al.
Published: (2025)
by: Sheikholeslami, Nima, et al.
Published: (2025)
A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges
by: Xi, Yunjia, et al.
Published: (2025)
by: Xi, Yunjia, et al.
Published: (2025)
Chinese Short-Form Creative Content Generation via Explanation-Oriented Multi-Objective Optimization
by: Zhou, Shanlin, et al.
Published: (2025)
by: Zhou, Shanlin, et al.
Published: (2025)
LLM2IR: simple unsupervised contrastive learning makes long-context LLM great retriever
by: Yang, Xiaocong
Published: (2025)
by: Yang, Xiaocong
Published: (2025)
SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
by: Hu, Wentao, et al.
Published: (2026)
by: Hu, Wentao, et al.
Published: (2026)
DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual-Systems
by: Zhang, Shuyu, et al.
Published: (2025)
by: Zhang, Shuyu, et al.
Published: (2025)
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval
by: Seo, Wonduk, et al.
Published: (2024)
by: Seo, Wonduk, et al.
Published: (2024)
Robustness Risk of Conversational Retrieval: Identifying and Mitigating Noise Sensitivity in Qwen3-Embedding Model
by: Chen, Weishu, et al.
Published: (2026)
by: Chen, Weishu, et al.
Published: (2026)
StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization
by: Tang, Yiming, et al.
Published: (2025)
by: Tang, Yiming, et al.
Published: (2025)
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)
by: Zhang, Xiaohui, et al.
Published: (2026)
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
by: Zhang, Yunyi, et al.
Published: (2025)
by: Zhang, Yunyi, et al.
Published: (2025)
Argus: Evidence Assembly for Scalable Deep Research Agents
by: Zhang, Zhen, et al.
Published: (2026)
by: Zhang, Zhen, et al.
Published: (2026)
REVISION:Reflective Intent Mining and Online Reasoning Auxiliary for E-commerce Visual Search System Optimization
by: Tang, Yiwen, et al.
Published: (2025)
by: Tang, Yiwen, et al.
Published: (2025)
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
by: Zhou, Ruiwen, et al.
Published: (2024)
by: Zhou, Ruiwen, et al.
Published: (2024)
On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots
by: Herlihy, Christine, et al.
Published: (2024)
by: Herlihy, Christine, et al.
Published: (2024)
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses
by: Gumaan, Esmail
Published: (2025)
by: Gumaan, Esmail
Published: (2025)
Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
by: Ao, Xiao, et al.
Published: (2026)
by: Ao, Xiao, et al.
Published: (2026)
Exposing Product Bias in LLM Investment Recommendation
by: Zhi, Yuhan, et al.
Published: (2025)
by: Zhi, Yuhan, et al.
Published: (2025)
Similar Items
-
Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning
by: Zhao, Gang, et al.
Published: (2024) -
EventCast: Hybrid Demand Forecasting in E-Commerce with LLM-Based Event Knowledge
by: Hu, Congcong, et al.
Published: (2026) -
Identifying High Consideration E-Commerce Search Queries
by: Chen, Zhiyu, et al.
Published: (2024) -
Neural Retrievers are Biased Towards LLM-Generated Content
by: Dai, Sunhao, et al.
Published: (2023) -
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025)