IR
Anthology
Community
Scott
Sanner
2025
doi
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GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI.
Yashar Deldjoo
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Scott Sanner
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Enrico Palumbo
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Hugues Bouchard
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Shuai Zhang
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Pablo Castells
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Julian J. McAuley
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge.
Armin Toroghi
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Willis Guo
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Scott Sanner
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi
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Tutorial on Recommendation with Generative Models (Gen-RecSys).
Yashar Deldjoo
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Zhankui He
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Julian J. McAuley
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Anton Korikov
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Scott Sanner
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Arnau Ramisa
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René Vidal
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Maheswaran Sathiamoorthy
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Atoosa Kasirzadeh
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Silvia Milano
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
2024
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User Experience and the Role of Personalization in Critiquing-Based Conversational Recommendation.
Arpit Rana
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Scott Sanner
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Mohamed Reda Bouadjenek
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Ronald Di Carlantonio
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Gary Farmaner
ACM Transactions on the Web 2024 Volume 18 Issue 4
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Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking.
Sara Kemper
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Justin Cui
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Kai Dicarlantonio
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Kathy Lin
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Danjie Tang
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Anton Korikov
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Scott Sanner
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
2023
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Towards understanding and mitigating unintended biases in language model-driven conversational recommendation.
Tianshu Shen
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Jiaru Li
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Mohamed Reda Bouadjenek
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Zheda Mai
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Scott Sanner
Information Processing and Management 2023 Volume 60 Issue 1
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A User-Centric Analysis of Social Media for Stock Market Prediction.
Mohamed Reda Bouadjenek
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Scott Sanner
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Ga Wu
ACM Transactions on the Web 2023 Volume 17 Issue 2
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Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval.
Mohammad Mahdi Abdollah Pour
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Parsa Farinneya
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Armin Toroghi
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Anton Korikov
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Ali Pesaranghader
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Touqir Sajed
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Manasa Bharadwaj
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Borislav Mavrin
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Scott Sanner
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part I
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LogicRec: Recommendation with Users' Logical Requirements.
Zhenwei Tang
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Griffin Floto
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Armin Toroghi
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Shichao Pei
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Xiangliang Zhang
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Scott Sanner
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Bayesian Knowledge-driven Critiquing with Indirect Evidence.
Armin Toroghi
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Griffin Floto
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Zhenwei Tang
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Scott Sanner
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi
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Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval.
Haochen Zhang
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Anton Korikov
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Parsa Farinneya
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Mohammad Mahdi Abdollah Pour
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Manasa Bharadwaj
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Ali Pesaranghader
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Xi Yu Huang
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Yi Xin Lok
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Zhaoqi Wang
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Nathan Jones
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Scott Sanner
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
2022
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Mitigating the Filter Bubble While Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems.
Zhaolin Gao
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Tianshu Shen
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Zheda Mai
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Mohamed Reda Bouadjenek
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Isaac Waller
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Ashton Anderson
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Ron Bodkin
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Scott Sanner
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
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Distributional Contrastive Embedding for Clarification-based Conversational Critiquing.
Tianshu Shen
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Zheda Mai
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Ga Wu
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Scott Sanner
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
2021
doi
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Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems.
Hojin Yang
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Tianshu Shen
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Scott Sanner
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi
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A Workflow Analysis of Context-driven Conversational Recommendation.
Shengnan Lyu
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Arpit Rana
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Scott Sanner
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Mohamed Reda Bouadjenek
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
2020
doi
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Deep Critiquing for VAE-based Recommender Systems.
Kai Luo
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Hojin Yang
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Ga Wu
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Scott Sanner
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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Latent Linear Critiquing for Conversational Recommender Systems.
Kai Luo
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Scott Sanner
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Ga Wu
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Hanze Li
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Hojin Yang
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
2019
doi
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Relevance-driven Clustering for Visual Information Retrieval on Twitter.
Mohamed Reda Bouadjenek
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Scott Sanner
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019
doi
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One-Class Collaborative Filtering with the Queryable Variational Autoencoder.
Ga Wu
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Mohamed Reda Bouadjenek
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Scott Sanner
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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Noise Contrastive Estimation for One-Class Collaborative Filtering.
Ga Wu
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Maksims Volkovs
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Chee Loong Soon
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Scott Sanner
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Himanshu Rai
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
2017
doi
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Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity.
Marian-Andrei Rizoiu
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Lexing Xie
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Scott Sanner
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Manuel Cebrián
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Honglin Yu
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Pascal Van Hentenryck
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017
2015
doi
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On Term Selection Techniques for Patent Prior Art Search.
Mona Golestan Far
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Scott Sanner
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Mohamed Reda Bouadjenek
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Gabriela Ferraro
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David Hawking
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015
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AutoRec: Autoencoders Meet Collaborative Filtering.
Suvash Sedhain
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Aditya Krishna Menon
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Scott Sanner
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Lexing Xie
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume
2013
doi
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Improving LDA topic models for microblogs via tweet pooling and automatic labeling.
Rishabh Mehrotra
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Sarvnaz Karimi
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Scott Sanner
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Wray L. Buntine
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Lexing Xie
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
2012
doi
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On the mathematical relationship between expected n-call@k and the relevance vs. diversity trade-off.
Kar Wai Lim
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Scott Sanner
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Shengbo Guo
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012
doi
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New objective functions for social collaborative filtering.
Joseph Noel
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Scott Sanner
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Khoi-Nguyen Tran
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Peter Christen
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Lexing Xie
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Edwin V. Bonilla
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Ehsan Abbasnejad
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Nicolás Della Penna
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012
2011
doi
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Diverse retrieval via greedy optimization of expected 1-call@k in a latent subtopic relevance model.
Scott Sanner
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Shengbo Guo
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Thore Graepel
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Sadegh Kharazmi
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Sarvnaz Karimi
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
2010
doi
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Probabilistic latent maximal marginal relevance.
Shengbo Guo
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Scott Sanner
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010