ECOM 2024
ACM SIGIR Workshop on eCommerce 2024

Table of Contents

• Preface
  Summary: There were 23 papers submitted for peer-review to this workshop. Out of these, 15 papers were accepted for this volume.

Accepted Papers

• SERGI: Similar Entity Retrieval using Grouped Images
  Akshit Sarpal, Raviteja Uppalapati, Sayan Biswas, Rajesh Narasimha Reddy, Samrat Kokkula
• A Bespoke Question Intent Taxonomy for E-commerce
  Diji Yang, Omar Alonso
• Long or Short or Both? An Exploration on Lookback Time Windows of Behavioral Features in Product Search Ranking
  Qi Liu, Atul Singh, Jingbo Liu, Cun Mu, Zheng Yan, Jan Pedersen
• Semantic In-Domain Product Identification for Search Queries
  Sanat Sharma, Jayant Kumar, Twisha Naik, Zhaoyu Lu, Arvind Srikantan, Tracy Holloway King
• Counterfactual Learning to Rank via Knowledge Distillation
  Ehsan Ebrahimzadeh, Alex Cozzi, Abraham Bagherjeiran
• Extreme Multi-label Query Classification for E-commerce
  Giuseppe Di Fabbrizio, Evgeny Stepanov, Filippo Tessaro
• Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search
  Kaihao Li, Juexin Lin, Tony Lee
• Cooperative Multi-Agent Deep Reinforcement Learning In Content Ranking Optimization
  Zhou Qin, Yuan Kai, Pratik Lahiri, Wenyang Liu
• Knowledge Distillation for Efficient and Effective Relevance Search on E-commerce
  Nguyen Vo, Hongwei Shang, Zhen Yang, Juexin Lin, Seyed Danial Mohseni Taheri, Changsung Kang
• Shopping Queries Image Dataset (SQID): An Image-Enriched ESCI Dataset for Exploring Multimodal Learning in Product Search
  Marie Al-Ghossein, Ching-Wei Chen, Jason Tang
• Next-Gen Sponsored Search: Crafting the Perfect Query with Inventory-Aware RAG (InvAwr-RAG) - Based GenAI
  Md Omar Faruk Rokon, Weizhi Du, Zhaodong Wang, Musen Wen
• Enhancement of E-commerce Sponsored Search Relevancy with LLM
  Md Omar Faruk Rokon, Andrei Simion, Weizhi Du, Musen Wen, Hong Yao, Kuang-Chih Lee
• Multimodal Learning with Online Text Cleaning for E-commerce Product Search
  Zhizhang Hu, Shasha Li, Ming Du, Arnab Dhua, Douglas Gray
• Offline Multi-Objective Optimization (OMOO) in Search Page Layout Optimization Using Off-policy Evaluation
  Pratik Lahiri, Zhou Qin, Wenyang Liu
• Product Reviews as Source for Extracting Product Information - Lessons Learned
  Kunal Kunal, Norbert Fuhr, Andrea Papenmeier