Surya Kallumadi

According to our database, Surya Kallumadi authored at least 42 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation.

Alireza Salemi, Surya Kallumadi, Hamed Zamani

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

SIGIR 2024 Workshop on eCommerce (ECOM24).

Surya Kallumadi, Yubin Kim, Tracy Holloway King, Maarten de Rijke, Vamsi Salaka

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MAWI Rec: Leveraging Severe Weather Data in Recommendation.

Brendan Andrew Duncan, Surya Kallumadi, Taylor Berg-Kirkpatrick, Julian J. McAuley

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Forecasting Live Chat Intent from Browsing History.

Se-eun Yoon, Ahmad Bin Rabiah, Zaid Alibadi, Surya Kallumadi, Julian J. McAuley

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

1st Workshop on Multimodal Search and Recommendations (CIKM MMSR '24).

Aditya Chichani, Surya Kallumadi, Tracy Holloway King, Andrei Lopatenko

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

eCommerce Search and Discovery.

Surya Kallumadi, Tracy Holloway King

Proceedings of the Information Retrieval: Advanced Topics and Techniques., 2024

2023

Jointly modeling products and resource pages for task-oriented recommendation.

Brendan Andrew Duncan, Surya Kallumadi, Taylor Berg-Kirkpatrick, Julian J. McAuley

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

OVERVIEW OF THE TREC 2023 PRODUCT PRODUCT SEARCH TRACK.

Daniel Campos, Surya Kallumadi, Corby Rosset, Cheng Xiang Zhai, Alessandro Magnani

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

A Personalized Dense Retrieval Framework for Unified Information Access.

Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

eCom'23: The SIGIR 2023 Workshop on eCommerce.

Surya Kallumadi, Yubin Kim, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

The 6th Workshop on e-eommerce and NLP (ECNLP 6).

Shervin Malmasi, Besnik Fetahu, Eugene Agichtein, Oleg Rokhlenko, Ido Guy, Nicola Ueffing, Surya Kallumadi

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022.

Vitor Jeronymo, Guilherme Moraes Rosa, Surya Kallumadi, Roberto A. Lotufo, Rodrigo Frassetto Nogueira

CoRR, 2022

eCom'22: The SIGIR 2022 Workshop on eCommerce.

Ajinkya Kale, Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

De-Biased Modelling of Search Click Behavior with Reinforcement Learning.

Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein

CoRR, 2021

DeepCAT: Deep Category Representation for Query Understanding in E-commerce Search.

Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein

CoRR, 2021

De-Biased Modeling of Search Click Behavior with Reinforcement Learning.

Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

ECOM'21: The SIGIR 2021 Workshop on eCommerce.

Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization.

Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Challenges and research opportunities in eCommerce search and recommendations.

Manos Tsagkias, Tracy Holloway King, Surya Kallumadi, Vanessa Murdock, Maarten de Rijke

SIGIR Forum, 2020

Introduction to special issue on eCommerce search and recommendation.

Andrew Trotman, Surya Kallumadi, Jon Degenhardt

Inf. Retr. J., 2020

Semantic Product Search for Matching Structured Product Catalogs in E-Commerce.

Jason Ingyu Choi, Surya Kallumadi, Bhaskar Mitra, Eugene Agichtein, Faizan Javed

CoRR, 2020

ConvERSe'20: The WSDM 2020 Workshop on Conversational Systems for E-Commerce Recommendations and Search.

Eugene Agichtein, Dilek Hakkani-Tür, Surya Kallumadi, Shervin Malmasi

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

ECOM'20: The SIGIR 2020 Workshop on eCommerce.

Dietmar Jannach, Surya Kallumadi, Tracy Holloway King, Weihua Luo, Shervin Malmasi

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search.

Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Diversifying Multi-aspect Search Results Using Simpson's Diversity Index.

Jianghong Zhou, Eugene Agichtein, Surya Kallumadi

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Report on the SIGIR 2019 Workshop on eCommerce (ECOM19).

Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman

SIGIR Forum, 2019

E-commerce Query Classification Using Product Taxonomy Mapping: A Transfer Learning Approach.

Michael Skinner, Surya Kallumadi

Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

ECOM'19: The SIGIR 2019 Workshop on eCommerce.

Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Dataset and Baselines for e-Commerce Product Categorization.

Yiu-Chang Lin, Pradipto Das, Andrew Trotman, Surya Kallumadi

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

2018

Drug Review Dataset (Druglib.com).

Surya Kallumadi, Felix Gräßer

Dataset, October, 2018

Drug Review Dataset (Drugs.com).

Surya Kallumadi, Felix Gräßer

Dataset, October, 2018

A Line in the Sand: Recommendation or Ad-hoc Retrieval?

Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu

CoRR, 2018

Injecting Semantic Diversity in Top-N Recommender Systems Using Determinantal Point Processes and Curated Lists.

Surya Kallumadi, Gabriel Necoechea

Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Interactive Recommendations by Combining User-Item Preferences with Linked Open Data.

Surya Kallumadi, William H. Hsu

Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

High Accuracy Recall Task.

Andrew Trotman, Surya Kallumadi, Jon Degenhardt

Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

SIGIR 2018 Workshop on eCommerce (ECOM18).

Jon Degenhardt, Pino Di Fabbrizio, Surya Kallumadi, Mohit Kumar, Yiu-Chang Lin, Andrew Trotman, Huasha Zhao

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Line in the Sand: Recommendation or Ad-hoc Retrieval? Overview of RecSys Challenge 2018 Submission by Team BachPropagate.

Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu

Proceedings of the ACM Recommender Systems Challenge, 2018

Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning.

Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 2018 International Conference on Digital Health, 2018

2017

Report on the SIGIR 2017 Workshop on eCommerce (ECOM17).

Jon Degenhardt, Surya Kallumadi, Yiu-Chang Lin, Maarten de Rijke, Luo Si, Andrew Trotman, Sindhuja Venkatesh, Yinghui Xu

SIGIR Forum, 2017

The Architecture of eBay Search.

Andrew Trotman, Jon Degenhardt, Surya Kallumadi

Proceedings of the SIGIR 2017 Workshop On eCommerce co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

SIGIR 2017 Workshop on eCommerce (ECOM17).

Jon Degenhardt, Surya Kallumadi, Maarten de Rijke, Luo Si, Andrew Trotman, Yinghui Xu

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2011

WINACS: construction and analysis of web-based computer science information networks.

Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011