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