SIA: A Synthesize-Inject-Align Framework for Knowledge-Grounded and Secure E-commerce Search LLMs with Industrial Deployment
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhai, Zhouwei, Chen, Mengxiang, Zhang, Anmeng |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search
por: Chen, Mengxiang, et al.
Publicado: (2026)
por: Chen, Mengxiang, et al.
Publicado: (2026)
Beyond Retrieval-Ranking: A Multi-Agent Cognitive Decision Framework for E-Commerce Search
por: Zhai, Zhouwei, et al.
Publicado: (2025)
por: Zhai, Zhouwei, et al.
Publicado: (2025)
Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability
por: Chen, Zejian, et al.
Publicado: (2026)
por: Chen, Zejian, et al.
Publicado: (2026)
CogSearch: A Cognitive-Aligned Multi-Agent Framework for Proactive Decision Support in E-Commerce Search
por: Zhai, Zhouwei, et al.
Publicado: (2026)
por: Zhai, Zhouwei, et al.
Publicado: (2026)
Being Strong Progressively! Enhancing Knowledge Distillation of Large Language Models through a Curriculum Learning Framework
por: Liu, Lingyuan, et al.
Publicado: (2025)
por: Liu, Lingyuan, et al.
Publicado: (2025)
KID: Knowledge-Injected Dual-Head Learning for Knowledge-Grounded Harmful Meme Detection
por: Li, Yaocong, et al.
Publicado: (2026)
por: Li, Yaocong, et al.
Publicado: (2026)
Less is More: Selective Reflection for Compatible and Efficient Knowledge Distillation in Large Language Models
por: Liu, Lingyuan, et al.
Publicado: (2025)
por: Liu, Lingyuan, et al.
Publicado: (2025)
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering
por: Lin, Xin, et al.
Publicado: (2024)
por: Lin, Xin, et al.
Publicado: (2024)
Can Editing LLMs Inject Harm?
por: Chen, Canyu, et al.
Publicado: (2024)
por: Chen, Canyu, et al.
Publicado: (2024)
Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising
por: Liu, Zhenhui, et al.
Publicado: (2025)
por: Liu, Zhenhui, et al.
Publicado: (2025)
Teaching LLMs Brazilian Healthcare: Injecting Knowledge from Official Clinical Guidelines
por: Abonizio, Hugo, et al.
Publicado: (2026)
por: Abonizio, Hugo, et al.
Publicado: (2026)
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion
por: Liu, Lingyuan, et al.
Publicado: (2025)
por: Liu, Lingyuan, et al.
Publicado: (2025)
Injecting Knowledge from Social Science Journals to Improve Indonesian Cultural Understanding by LLMs
por: Kartiyasa, Adimulya, et al.
Publicado: (2026)
por: Kartiyasa, Adimulya, et al.
Publicado: (2026)
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
por: Chen, Junying, et al.
Publicado: (2024)
por: Chen, Junying, et al.
Publicado: (2024)
General2Specialized LLMs Translation for E-commerce
por: Chen, Kaidi, et al.
Publicado: (2024)
por: Chen, Kaidi, et al.
Publicado: (2024)
Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs
por: Jan, Essa, et al.
Publicado: (2025)
por: Jan, Essa, et al.
Publicado: (2025)
Towards Codable Watermarking for Injecting Multi-bits Information to LLMs
por: Wang, Lean, et al.
Publicado: (2023)
por: Wang, Lean, et al.
Publicado: (2023)
Learning to Edit: Aligning LLMs with Knowledge Editing
por: Jiang, Yuxin, et al.
Publicado: (2024)
por: Jiang, Yuxin, et al.
Publicado: (2024)
A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
por: Zhang, Xianren, et al.
Publicado: (2025)
por: Zhang, Xianren, et al.
Publicado: (2025)
RISK: A Framework for GUI Agents in E-commerce Risk Management
por: Chen, Renqi, et al.
Publicado: (2025)
por: Chen, Renqi, et al.
Publicado: (2025)
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
por: Song, Zirui, et al.
Publicado: (2025)
por: Song, Zirui, et al.
Publicado: (2025)
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding
por: Lau, Ching Ming Samuel, et al.
Publicado: (2024)
por: Lau, Ching Ming Samuel, et al.
Publicado: (2024)
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
por: Liu, Langming, et al.
Publicado: (2025)
por: Liu, Langming, et al.
Publicado: (2025)
Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation
por: Tang, Pingzhi, et al.
Publicado: (2026)
por: Tang, Pingzhi, et al.
Publicado: (2026)
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval
por: Liu, Lingyuan, et al.
Publicado: (2025)
por: Liu, Lingyuan, et al.
Publicado: (2025)
Attribute-Aware Controlled Product Generation with LLMs for E-commerce
por: Negri, Virginia, et al.
Publicado: (2025)
por: Negri, Virginia, et al.
Publicado: (2025)
OMIND: Framework for Knowledge Grounded Finetuning and Multi-Turn Dialogue Benchmark for Mental Health LLMs
por: Racha, Suraj, et al.
Publicado: (2026)
por: Racha, Suraj, et al.
Publicado: (2026)
Plausibility Vaccine: Injecting LLM Knowledge for Event Plausibility
por: Chmura, Jacob, et al.
Publicado: (2025)
por: Chmura, Jacob, et al.
Publicado: (2025)
TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance
por: Yang, Jianhui, et al.
Publicado: (2025)
por: Yang, Jianhui, et al.
Publicado: (2025)
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
por: Chen, Zichen, et al.
Publicado: (2023)
por: Chen, Zichen, et al.
Publicado: (2023)
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
por: Liang, Hao, et al.
Publicado: (2026)
por: Liang, Hao, et al.
Publicado: (2026)
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
por: Mecklenburg, Nick, et al.
Publicado: (2024)
por: Mecklenburg, Nick, et al.
Publicado: (2024)
LLP: LLM-based Product Pricing in E-commerce
por: Wang, Hairu, et al.
Publicado: (2025)
por: Wang, Hairu, et al.
Publicado: (2025)
Grounding Multilingual Multimodal LLMs With Cultural Knowledge
por: Nyandwi, Jean de Dieu, et al.
Publicado: (2025)
por: Nyandwi, Jean de Dieu, et al.
Publicado: (2025)
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
por: Zeng, Jingying, et al.
Publicado: (2025)
por: Zeng, Jingying, et al.
Publicado: (2025)
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization
por: Zhou, Weixiao, et al.
Publicado: (2025)
por: Zhou, Weixiao, et al.
Publicado: (2025)
Retrieve, Integrate, and Synthesize: Spatial-Semantic Grounded Latent Visual Reasoning
por: Cui, Jin, et al.
Publicado: (2026)
por: Cui, Jin, et al.
Publicado: (2026)
Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs
por: Williams, Tristan, et al.
Publicado: (2026)
por: Williams, Tristan, et al.
Publicado: (2026)
Injecting External Knowledge into the Reasoning Process Enhances Retrieval-Augmented Generation
por: Tang, Minghao, et al.
Publicado: (2025)
por: Tang, Minghao, et al.
Publicado: (2025)
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning
por: He, Zelin, et al.
Publicado: (2026)
por: He, Zelin, et al.
Publicado: (2026)
Ejemplares similares
-
Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search
por: Chen, Mengxiang, et al.
Publicado: (2026) -
Beyond Retrieval-Ranking: A Multi-Agent Cognitive Decision Framework for E-Commerce Search
por: Zhai, Zhouwei, et al.
Publicado: (2025) -
Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability
por: Chen, Zejian, et al.
Publicado: (2026) -
CogSearch: A Cognitive-Aligned Multi-Agent Framework for Proactive Decision Support in E-Commerce Search
por: Zhai, Zhouwei, et al.
Publicado: (2026) -
Being Strong Progressively! Enhancing Knowledge Distillation of Large Language Models through a Curriculum Learning Framework
por: Liu, Lingyuan, et al.
Publicado: (2025)