Cover Image

Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mallapragada, Srivatsa, Xie, Ying, Chawan, Varsha Rani, Hailat, Zeyad, Wang, Yuanbo
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging Modality Gaps in e-Commerce Products via Vision-Language Alignment
by: Zhang, Yipeng, et al.
Published: (2025)

A Data-Centric Approach to Multilingual E-Commerce Product Search: Case Study on Query-Category and Query-Item Relevance
by: Yin, Yabo, et al.
Published: (2025)

RL-based Query Rewriting with Distilled LLM for online E-Commerce Systems
by: Nguyen, Duy A., et al.
Published: (2025)

PRISM: Refracting the Entangled User Behavior Space for E-Commerce Search
by: Zhang, Haoqian, et al.
Published: (2026)

Search Intenion Network for Personalized Query Auto-Completion in E-Commerce
by: Bao, Wei, et al.
Published: (2024)

IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
by: Wu, Wenhao, et al.
Published: (2025)

GSID: Generative Semantic Indexing for E-Commerce Product Understanding
by: Yang, Haiyang, et al.
Published: (2025)

Identifying High Consideration E-Commerce Search Queries
by: Chen, Zhiyu, et al.
Published: (2024)

Query Brand Entity Linking in E-Commerce Search
by: Liu, Dong, et al.
Published: (2025)

Bridging the Gap Between Semantic and User Preference Spaces for Multi-modal Music Representation Learning
by: Pan, Xiaofeng, et al.
Published: (2025)

Semantic Retrieval for Product Search in E-Commerce
by: Kothari, Nikhil, et al.
Published: (2026)

Generating Querying Code from Text for Multi-Modal Electronic Health Record
by: ZHang, Mengliang
Published: (2025)

Optimizing Product Deduplication in E-Commerce with Multimodal Embeddings
by: Kulunk, Aysenur, et al.
Published: (2025)

Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation
by: Wu, Xinglong, et al.
Published: (2024)

A Case-Driven Multi-Agent Framework for E-Commerce Search Relevance
by: Commerce Search Relevance Team
Published: (2026)

Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models
by: Xie, Wenjia, et al.
Published: (2024)

Dataset and Models for Item Recommendation Using Multi-Modal User Interactions
by: Bruun, Simone Borg, et al.
Published: (2024)

Unified Learning-to-Rank for Multi-Channel Retrieval in Large-Scale E-Commerce Search
by: Gaydhani, Aditya, et al.
Published: (2026)

Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction
by: Malitesta, Daniele, et al.
Published: (2024)

Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models
by: Lu, Qingyi, et al.
Published: (2025)

SIREN: Unified Multi-Granularity Semantic Interaction for Multi-Modal Lifelong User Interest Modeling
by: Zhang, Yaqian, et al.
Published: (2026)

Joint Optimization of Relevance and Engagement in Multi-Task Ranking for E-Commerce with Efficient LLM Supervision
by: Chen, Luming, et al.
Published: (2026)

QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling
by: Xia, Tian, et al.
Published: (2026)

Exploring Query Understanding for Amazon Product Search
by: Luo, Chen, et al.
Published: (2024)

Bridging Queries and Tables through Entities in Table Retrieval
by: Li, Da, et al.
Published: (2025)

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models
by: Hu, Zheng, et al.
Published: (2024)

Behavior Modeling Space Reconstruction for E-Commerce Search
by: Wang, Yejing, et al.
Published: (2025)

Towards Robustness Analysis of E-Commerce Ranking System
by: Wang, Ningfei, et al.
Published: (2024)

Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation
by: Agrawal, Garima, et al.
Published: (2024)

E-GEO: A Testbed for Generative Engine Optimization in E-Commerce
by: Bagga, Puneet S., et al.
Published: (2025)

DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
by: Wasserman, Navve, et al.
Published: (2025)

The Discovery Gap: How Product Hunt Startups Vanish in LLM Organic Discovery Queries
by: Sharma, Amit Prakash
Published: (2026)

Unlocking the `Why' of Buying: Introducing a New Dataset and Benchmark for Purchase Reason and Post-Purchase Experience
by: Chen, Tao, et al.
Published: (2024)

E-Commerce Product Recommendation System based on ML Algorithms
by: Haque, Md. Zahurul
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)

Lost in Transliteration: Bridging the Script Gap in Neural IR
by: Chari, Andreas, et al.
Published: (2025)

STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
by: Xu, Cong, et al.
Published: (2024)

GenFacet: End-to-End Generative Faceted Search via Multi-Task Preference Alignment in E-Commerce
by: Zhai, Zhouwei, et al.
Published: (2026)

Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
by: Liu, Weiming, et al.
Published: (2025)

Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce
by: Wang, Yuan, et al.
Published: (2024)