Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Yilun, Vedula, Nikhita, Malmasi, Shervin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking
by: Zhu, Yilun, et al.
Published: (2026)
by: Zhu, Yilun, et al.
Published: (2026)
Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction
by: Glavas, Theodore, et al.
Published: (2026)
by: Glavas, Theodore, et al.
Published: (2026)
Question Suggestion for Conversational Shopping Assistants Using Product Metadata
by: Vedula, Nikhita, et al.
Published: (2024)
by: Vedula, Nikhita, et al.
Published: (2024)
Generative Product Recommendations for Implicit Superlative Queries
by: Dhole, Kaustubh D., et al.
Published: (2025)
by: Dhole, Kaustubh D., et al.
Published: (2025)
A Modular LLM Framework for Explainable Price Outlier Detection
by: Sartipi, Shadi, et al.
Published: (2026)
by: Sartipi, Shadi, et al.
Published: (2026)
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces
by: Vedula, Nikhita, et al.
Published: (2024)
by: Vedula, Nikhita, et al.
Published: (2024)
Instant Answering in E-Commerce Buyer-Seller Messaging using Message-to-Question Reformulation
by: Fetahu, Besnik, et al.
Published: (2024)
by: Fetahu, Besnik, et al.
Published: (2024)
Quantile Regression with Large Language Models for Price Prediction
by: Vedula, Nikhita, et al.
Published: (2025)
by: Vedula, Nikhita, et al.
Published: (2025)
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
by: Zhu, Yilun, et al.
Published: (2026)
by: Zhu, Yilun, et al.
Published: (2026)
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers
by: Senel, Lütfi Kerem, et al.
Published: (2024)
by: Senel, Lütfi Kerem, et al.
Published: (2024)
Bridging the Gap Between Information Seeking and Product Search Systems: Q&A Recommendation for E-commerce
by: Kuzi, Saar, et al.
Published: (2024)
by: Kuzi, Saar, et al.
Published: (2024)
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching
by: Li, Xiangci, et al.
Published: (2025)
by: Li, Xiangci, et al.
Published: (2025)
Identifying High Consideration E-Commerce Search Queries
by: Chen, Zhiyu, et al.
Published: (2024)
by: Chen, Zhiyu, et al.
Published: (2024)
Controllable Decontextualization of Yes/No Question and Answers into Factual Statements
by: Mo, Lingbo, et al.
Published: (2024)
by: Mo, Lingbo, et al.
Published: (2024)
Identifying Shopping Intent in Product QA for Proactive Recommendations
by: Fetahu, Besnik, et al.
Published: (2024)
by: Fetahu, Besnik, et al.
Published: (2024)
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
by: Patwa, Parth, et al.
Published: (2024)
by: Patwa, Parth, et al.
Published: (2024)
Query-oriented Data Augmentation for Session Search
by: Chen, Haonan, et al.
Published: (2024)
by: Chen, Haonan, et al.
Published: (2024)
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
by: Xiong, Jing, et al.
Published: (2023)
by: Xiong, Jing, et al.
Published: (2023)
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
by: Zhang, Wuwei, et al.
Published: (2025)
by: Zhang, Wuwei, et al.
Published: (2025)
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
by: Hu, Yunhai, et al.
Published: (2025)
by: Hu, Yunhai, et al.
Published: (2025)
Unspoken Hints: Accuracy Without Acknowledgement in LLM Reasoning
by: Marioriyad, Arash, et al.
Published: (2025)
by: Marioriyad, Arash, et al.
Published: (2025)
Lexical Hints of Accuracy in LLM Reasoning Chains
by: Vanhoyweghen, Arne, et al.
Published: (2025)
by: Vanhoyweghen, Arne, et al.
Published: (2025)
ConciseHint: Boosting Efficient Reasoning via Continuous Concise Hints during Generation
by: Tang, Siao, et al.
Published: (2025)
by: Tang, Siao, et al.
Published: (2025)
Interaction Techniques that Encourage Longer Prompts Can Improve Psychological Ownership when Writing with AI
by: Joshi, Nikhita, et al.
Published: (2025)
by: Joshi, Nikhita, et al.
Published: (2025)
NavHint: Vision and Language Navigation Agent with a Hint Generator
by: Zhang, Yue, et al.
Published: (2024)
by: Zhang, Yue, et al.
Published: (2024)
Unsupervised Summarization Re-ranking
by: Ravaut, Mathieu, et al.
Published: (2022)
by: Ravaut, Mathieu, et al.
Published: (2022)
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
by: Hwang, Taeho, et al.
Published: (2024)
by: Hwang, Taeho, et al.
Published: (2024)
Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models
by: Tian, Yuxing, et al.
Published: (2026)
by: Tian, Yuxing, et al.
Published: (2026)
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
by: Tang, Jiaming, et al.
Published: (2024)
by: Tang, Jiaming, et al.
Published: (2024)
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
by: An, Kaikai, et al.
Published: (2024)
by: An, Kaikai, et al.
Published: (2024)
HintEval: A Comprehensive Framework for Hint Generation and Evaluation for Questions
by: Mozafari, Jamshid, et al.
Published: (2025)
by: Mozafari, Jamshid, et al.
Published: (2025)
WikiHint: A Human-Annotated Dataset for Hint Ranking and Generation
by: Mozafari, Jamshid, et al.
Published: (2024)
by: Mozafari, Jamshid, et al.
Published: (2024)
DeSQ: Decomposition-based SPARQL Query Generation
by: Diallo, Papa Abdou Karim Karou, et al.
Published: (2026)
by: Diallo, Papa Abdou Karim Karou, et al.
Published: (2026)
QueryGym: A Toolkit for Reproducible LLM-Based Query Reformulation
by: Bigdeli, Amin, et al.
Published: (2025)
by: Bigdeli, Amin, et al.
Published: (2025)
ROG: Retrieval-Augmented LLM Reasoning for Complex First-Order Queries over Knowledge Graphs
by: Zhang, Ziyan, et al.
Published: (2026)
by: Zhang, Ziyan, et al.
Published: (2026)
Semantic In-Domain Product Identification for Search Queries
by: Sharma, Sanat, et al.
Published: (2024)
by: Sharma, Sanat, et al.
Published: (2024)
Scaling Search-Augmented LLM Reasoning via Adaptive Information Control
by: Xiong, Siheng, et al.
Published: (2026)
by: Xiong, Siheng, et al.
Published: (2026)
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models
by: Maurya, Kaushal Kumar, et al.
Published: (2024)
by: Maurya, Kaushal Kumar, et al.
Published: (2024)
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting
by: Tian, Yuxing, et al.
Published: (2026)
by: Tian, Yuxing, et al.
Published: (2026)
Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
by: Deng, Qiyuan, et al.
Published: (2025)
by: Deng, Qiyuan, et al.
Published: (2025)
Similar Items
-
From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking
by: Zhu, Yilun, et al.
Published: (2026) -
Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction
by: Glavas, Theodore, et al.
Published: (2026) -
Question Suggestion for Conversational Shopping Assistants Using Product Metadata
by: Vedula, Nikhita, et al.
Published: (2024) -
Generative Product Recommendations for Implicit Superlative Queries
by: Dhole, Kaustubh D., et al.
Published: (2025) -
A Modular LLM Framework for Explainable Price Outlier Detection
by: Sartipi, Shadi, et al.
Published: (2026)