Alessandro Magnani

2025

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Large Scale Deployment of BERT Based Cross Encoder Model for Re-Ranking in Walmart Search Engine.
Ajit Puthenputhussery|Changsung Kang|Alessandro Magnani|Tian Zhang|Hongwei Shang|Nitin Yadav|Prijith Chandran|Bhavin Madhani|Yuan-Tai Fu|He Wang|Zbigniew Gasiorek|Salvatore Tornatore|Srikanth Dasaka|Vivek Agrawal|Michael Bowersox|Cun Mu|Ciya Liao
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Enhancing Relevance of Embedding-based Retrieval at Walmart.
Juexin Lin|Sachin Yadav|Feng Liu|Nicholas Rossi|Praveen Reddy Suram|Satya Chembolu|Prijith Chandran|Hrushikesh Mohapatra|Tony Lee|Alessandro Magnani|Ciya Liao
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Relevance Filtering for Embedding-based Retrieval.
Nicholas Rossi|Juexin Lin|Feng Liu|Zhen Yang|Tony Lee|Alessandro Magnani|Ciya Liao
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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OVERVIEW OF THE TREC 2023 PRODUCT PRODUCT SEARCH TRACK.
Daniel Campos|Surya Kallumadi|Corby Rosset|Cheng Xiang Zhai|Alessandro Magnani
The Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), Gaithersburg, MD, USA, November 14-17, 2023

2022

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A Multi-task Learning Framework for Product Ranking with BERT.
Xuyang Wu|Alessandro Magnani|Suthee Chaidaroon|Ajit Puthenputhussery|Ciya Liao|Yi Fang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2019

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Neural Compatibility Ranking for Text-based Fashion Matching.
Suthee Chaidaroon|Yi Fang|Min Xie|Alessandro Magnani
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Neural Product Retrieval at Walmart.com.
Alessandro Magnani|Feng Liu|Min Xie|Somnath Banerjee
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019.