SIGIR eCom'25
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The following papers have been accepted at SIGIR eCom 2025:
Workshop Papers
1 . Lessons from the bleeding edge: large-scale production inference of LLMs
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Yubin Kim, Arthur Maciejewicz, Brandon Beveridge.
2 . Elevating Style with MLLM-Enhanced, Outfit Recommendation System
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Sangeet Jaiswal, Gaurav Parashar, Sreekanth Vempati, Vijay Kumar.
3 . AI Guided Accelerator For Search Experience
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Jayanth Yetukuri, Mehran Elyasi, Samarth Agrawal, Aritra Mandal, Shuang Zhou, RUI KONG, Harish Vempati, Ishita Kamal Khan.
4 . A Chain-of-Thought Approach to Semantic Query Categorization in e-Commerce Taxonomies
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Jetlir Duraj, Ishita Kamal Khan, Kilian Merkelbach, Mehran Elyasi.
5 . Intent-Aware Neural Query Reformulation for Behavior-Aligned Product Search
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Jayanth Yetukuri, Ishita Kamal Khan.
6 . NEAR²: A Nested Embedding Approach to Efficient Product Retrieval and Ranking
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Shenbin Qian, Diptesh Kanojia, Samarth Agrawal, Hadeel Saadany, Swapnil Bhosale, Constantin Orasan, ZHE WU.
7 . Lessons Learned from Applying Bayesian Optimization to Hyperparameter Tuning in Ad Selection
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Joobin Gharibshah, Mahmuda Rahman.
8 . LLM-Augmented Machine Translation for Scalable, Context-Aware Cross-Lingual E-Commerce Search
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Nicole McNabb, Dayron Rizo-Rodriguez, Jesus Perez-Martin, Yuanliang Qu, Clement Ruin, Alina Sotolongo, Pankaj Adsul, Leonardo Lezcano.
9 . A method to incorporate Temporal Seasonality into Search Ranking for Improved Relevance and User Engagement
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Shreya Mahapatra, Anandita Chopra, Liping Zhang, Shabhareesh Komirishetty, Tracy Holloway King.
10 . Monotonic Fairness in Recommendation via Neural Additive Models with Contrastive Learning
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Yuchen Guo, Zhenqi Zhao, Menghan Wang.
11 . Lookalike Audience Expansion: A Graph-Based Model with LLMs
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Rumana Ferdous Munne, Md Mostafizur Rahman, Yuji Matsumoto.
12 . S2SRec2: Set‑to‑Set Recommendation for Basket Completion with Recipe
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Yanan Cao, Omid Memarrast, Shiqin Cai, Sinduja Subramaniam, Evren Korpeoglu, Kannan Achan.
13 . Selling Flow Enhancement by Early Product Categorization
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Gregory Goren, Ido Guy, Slava Novgorodov.
14 . Practical Secondary Stack Optimization on Search Pages: A Lightweight Contextual Bandit Approach
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Eva C. Song, Jun Zhao, Junchao Zheng, Vivek Agrawal.
15 . Improving Ad Matching via Cluster-Adaptive Keyword Expansion and Relevance Tuning
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Dipanwita Saha, Anis Zaman, Hua Zou, Ning Chen, Xinxin Shu, Nadia Vase, Abraham Bagherjeiran.
16 . Shoppers Also Asked: Generating Related Questions for Search Result Pages of E-commerce Search Engines
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Saar Kuzi, Zhiyu Chen, Shervin Malmasi.
17 . Towards Quality Ad Selection: A Model-based Approach to Performance Filtering
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Mandar S Chaudhary, Javad Nejati, Mahmuda Rahman, Gajanan Adalinge, Abraham Bagherjeiran.
18 . Ad Ranking for Walmart Display Ads System
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Fan Yang, Weijie Yuan, Nahid Anwar, Braden Huffman, Fangping Huang, Lichun Chen, Konstantin Shmakov, Sunil Goda, James Jung, Niranjana Moleyar, Xiaobo Peng, Kuang-chih Lee, Musen Wen.
19 . SEQ+MD: Learning Multi-Task as a SEQuence with Multi-Distribution Data
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Siqi Wang, Audrey Chen, Austin Clapp, Sheng-Min Shih, Xiaoting Zhao.