Cover Image

CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yujing, Chen, Yiren, Li, Huoran, Xu, Chunxu, Luo, Yuchong, Mao, Xianghui, Li, Cong, Du, Lun, Ma, Chunyang, Jiang, Qiqi, Wang, Yin, Gao, Fan, Mo, Wenting, Wen, Pei, Kumar, Shantanu, Park, Taejin, Song, Yiwei, Rajaram, Vijay, Cheng, Tao, Durgia, Sonu, Kolari, Pranam
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Dual-AoI-based Approach for Optimal Transmission Scheduling in Wireless Monitoring Systems with Random Data Arrivals
by: Zhang, Yuchong, et al.
Published: (2026)

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions
by: Zhang, Chunxu, et al.
Published: (2023)

Corporation income taxes and the cost of capital: a revision
by: James W. Kolari
Published: (2012)

Attribute-Aware Controlled Product Generation with LLMs for E-commerce
by: Negri, Virginia, et al.
Published: (2025)

Epinet for Content Cold Start
by: Jeon, Hong Jun, et al.
Published: (2024)

Behavioural feasible set: Value alignment constraints on AI decision support
by: Park, Taejin
Published: (2026)

Entwined Liberations: North Korean Democratic Women's Union and Third World Internationalism, 1945–1949
by: Taejin Hwang
Published: (2025)

Enhancing Anomaly Detection in Financial Markets with an LLM-based Multi-Agent Framework
by: Park, Taejin
Published: (2024)

BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain
by: Guan, Kaisi, et al.
Published: (2024)

Cold-Start Active Correlation Clustering
by: Aronsson, Linus, et al.
Published: (2025)

Minimal-Action Discrete Schrödinger Bridge Matching for Peptide Sequence Design
by: Goel, Shrey, et al.
Published: (2026)

Thermodynamic formalism for subsystems of expanding Thurston maps and large deviations asymptotics
by: Zhiqiang Li, et al.
Published: (2024)

Thermodynamic formalism for subsystems of expanding Thurston maps and large deviations asymptotics
by: Li, Zhiqiang, et al.
Published: (2023)

Measuring Moral LLM Responses in Multilingual Capacities
by: Basu, Kimaya, et al.
Published: (2025)

Human-AI Collaboration Reconfigures Group Regulation from Socially Shared to Hybrid Co-Regulation
by: Zhang, Yujing, et al.
Published: (2026)

Segment Discovery: Enhancing E-commerce Targeting
by: Li, Qiqi, et al.
Published: (2024)

Graph Reasoning for Explainable Cold Start Recommendation
by: Frej, Jibril, et al.
Published: (2024)

Item-centric Exploration for Cold Start Problem
by: Wang, Dong, et al.
Published: (2025)

Serverless Cold Starts and Where to Find Them
by: Joosen, Artjom, et al.
Published: (2024)

Addressing Cold Start For next-article Recommendation
by: Elgohary, Omar, et al.
Published: (2025)

LLM Reasoning for Cold-Start Item Recommendation
by: Li, Shijun, et al.
Published: (2025)

Graph Neural Patching for Cold-Start Recommendations
by: Chen, Hao, et al.
Published: (2024)

Exploring shade adaptation of two submerged macrophytes to advance aquatic restoration
by: Junshuang Yu, et al.
Published: (2026)

Cold‐blooded commerce: Characterizing and predicting trade in Australian squamates
by: Sebastian Chekunov, et al.
Published: (2026)

ADORE: Autonomous Domain-Oriented Relevance Engine for E-commerce
by: Fang, Zheng, et al.
Published: (2025)

Indo-Pacific Economic Framework: Evaluating Merits and Demerits
by: Panda, Rajaram
Published: (2024)

Exactly solved model of a one dimensional self gravitating system
by: Nityananda, Rajaram
Published: (2026)

Reforming prices : the experience of China, Hungary, and Poland / Anand Rajaram
by: Rajaram, Anand
Published: (1992)

RAGSys: Item-Cold-Start Recommender as RAG System
by: Contal, Emile, et al.
Published: (2024)

Leveraging Artist Catalogs for Cold-Start Music Recommendation
by: Tamm, Yan-Martin, et al.
Published: (2026)

Large Language Model Simulator for Cold-Start Recommendation
by: Huang, Feiran, et al.
Published: (2024)

Language-Model Prior Overcomes Cold-Start Items
by: Wang, Shiyu, et al.
Published: (2024)

Cold-Starts in Generative Recommendation: A Reproducibility Study
by: Zhang, Zhen, et al.
Published: (2026)

LLMs for Cold-Start Cutting Plane Separator Configuration
by: Lawless, Connor, et al.
Published: (2024)

On Inherited Popularity Bias in Cold-Start Item Recommendation
by: Meehan, Gregor, et al.
Published: (2025)

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
by: Lin, Xinyu, et al.
Published: (2023)

From Zero to Hero: Cold-Start Anomaly Detection
by: Reiss, Tal, et al.
Published: (2024)

TaoSR1: The Thinking Model for E-commerce Relevance Search
by: Dong, Chenhe, et al.
Published: (2025)

Mine and Refine: Optimizing Graded Relevance in E-commerce Search Retrieval
by: Xi, Jiaqi, et al.
Published: (2026)

LREF: A Novel LLM-based Relevance Framework for E-commerce
by: Tang, Tian, et al.
Published: (2025)