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Search result diversification is a beneficial approach to overcome under-specified queries, such as those that are ambiguous or multi-faceted.
The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries. In SIGIR
Jaime Carbonell and Jade Goldstein. 1998 · 1998
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Cumulated gain-based evaluation of IR techniques
Kalervo Järvelin and Jaana Kekäläinen. 2002 · 2002
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FUB, IASI-CNR and University of Tor Vergata at TREC 2008 Blog Track. In TREC
Giambattista Amati, Giuseppe Amodeo, Marco Bianchi, Carlo Gaibisso, and Giorgio Gambosi. 2008 · 2008
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Novelty and Diversity in Information Retrieval Evaluation. In SIGIR
Charles L.A. Clarke, Maheedhar Kolla, Gordon V. Cormack, Olga Vechtomova, Azin Ashkan, Stefan Büttcher, and Ian MacKinnon. 2008 · 2008
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Rank-biased precision for measurement of retrieval effectiveness
Alistair Moffat and Justin Zobel. 2008 · 2008
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Diversifying search results. In WSDM
Rakesh Agrawal, Sreenivas Gollapudi, Alan Halverson, and Samuel Ieong. 2009 · 2009
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Expected Reciprocal Rank for Graded Relevance. In CIKM
Olivier Chapelle, Donald Metlzer, Ya Zhang, and Pierre Grinspan. 2009 · 2009
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Overview of the TREC 2009 Web Track. In TREC
Charles L. A. Clarke, Nick Craswell, and Ian Soboroff. 2009a · 2009
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Portfolio Theory of Information Retrieval. In SIGIR
Jun Wang and Jianhan Zhu. 2009 · 2009
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Overview of the TREC 2010 Web Track. In TREC
Charles L. A. Clarke, Nick Craswell, Ian Soboroff, and Gordon V. Cormack. 2010 · 2010
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Recurrent neural network based language model. In INTERSPEECH
Tomas Mikolov, Martin Karafiát, Lukas Burget, Jan Cernocký, and Sanjeev Khudanpur. 2010 · 2010
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Exploiting query reformulations for web search result diversification. In WWW
Rodrygo L. T. Santos, Craig Macdonald, and Iadh Ounis. 2010 · 2010
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Overview of the TREC 2011 Web Track. In TREC
Charles L. A. Clarke, Nick Craswell, Ian Soboroff, and Ellen M. Voorhees. 2011 · 2011
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Understanding equivalence and noninferiority testing
Esteban Walker and Amy S Nowacki. 2011 · 2011
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Overview of the TREC 2012 Web Track. In TREC
Charles L. A. Clarke, Nick Craswell, and Ellen M. Voorhees. 2012 · 2012
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Diversity by proportionality: an election-based approach to search result diversification. In SIGIR
Van Dang and W. Bruce Croft. 2012 · 2012
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TREC 2013 Web Track Overview. In TREC
Kevyn Collins-Thompson, Paul Bennett, Fernando Diaz, Charles L. A. Clarke, and Ellen M. Voorhees. 2013 · 2013
Cited alongside, same era.
TREC 2014 Web Track Overview. In TREC
Kevyn Collins-Thompson, Craig Macdonald, Paul Bennett, Fernando Diaz, and Ellen M. Voorhees. 2014 · 2014
Cited alongside, same era.
Search Result Diversification
Rodrygo L. T. Santos, C. Macdonald, and I. Ounis. 2015 · 2015
Cited alongside, same era.
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, , and Tong Wang. 2016 · 2016
Cited alongside, same era.
Exploring the Limits of Language Modeling
Rafal Józefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, and Yonghui Wu. 2016 · 2016
Cited alongside, same era.
Rodrigo Nogueira and Kyunghyun Cho. 2019 · 2019
Later among the works it cites.
From doc2query to docTTTTTquery
Rodrigo Nogueira and Jimmy Lin. 2019 · 2019
Later among the works it cites.
Document Expansion by Query Prediction
Rodrigo Nogueira, Wei Yang, Jimmy Lin, and Kyunghyun Cho. 2019 · 2019
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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D. Manning. 2020 · 2020
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ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search
Nick Craswell, Daniel Campos, Bhaskar Mitra, Emine Yilmaz, and Bodo Billerbeck. 2020 · 2020
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Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Q. Sun, Stefan Lee, David J. Crandall, and Dhruv Batra. 2016 · 2016
Cited alongside, same era.
A Theoretical Framework for Conversational Search. In CHIIR
Filip Radlinski and Nick Craswell. 2017 · 2017
Cited alongside, same era.
Adapting Markov Decision Process for Search Result Diversification. In SIGIR
Long Xia, Jun Xu, Yanyan Lan, Jiafeng Guo, Wei Zeng, and Xueqi Cheng. 2017 · 2017
Cited alongside, same era.
Query Driven Algorithm Selection in Early Stage Retrieval. In WSDM
Joel Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, and Jimmy Lin. 2018 · 2018
Cited alongside, same era.
An Introduction to Neural Information Retrieval
Bhaskar Mitra and Nick Craswell. 2018 · 2018
Cited alongside, same era.
How Google autocomplete works in Search
Danny Sullivan. 2018 · 2018
Cited alongside, same era.
Hamed Zamani, Mostafa Dehghani, W. Bruce Croft, Erik Learned-Miller, and Jaap Kamps. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking. In ECAI
Sebastian Hofstätter, Markus Zlabinger, and A. Hanbury. 2020 · 2020
Later among the works it cites.
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT. In SIGIR
Omar Khattab and Matei Zaharia. 2020 · 2020
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. In ACL
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
Later among the works it cites.
ABNIRML: Analyzing the Behavior of Neural IR Models
Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, and Arman Cohan. 2020b · 2020
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If Beam Search Is the Answer, What Was the Question?. In EMNLP
Clara Meister, Tim Vieira, and Ryan Cotterell. 2020 · 2020
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Document Ranking with a Pretrained Sequence-to-Sequence Model. In Findings of EMNLP
Rodrigo Nogueira, Zhiying Jiang, and Jimmy Lin. 2020 · 2020
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam M. Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, W. Li, and Peter J. Liu. 2020 · 2020
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Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, J. Liu, Paul Bennett, Junaid Ahmed, and Arnold Overwijk. 2020 · 2020
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Supervised approaches for explicit search result diversification
Sevgi Yigit-Sert, Ismail Sengor Altingovde, Craig Macdonald, Iadh Ounis, and Özgür Ulusoy. 2020 · 2020
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Pretrained Transformers for Text Ranking: BERT and Beyond
Jimmy Lin, Rodrigo Nogueira, and Andrew Yates. 2021 · 2021
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The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
Ronak Pradeep, Rodrigo Nogueira, and Jimmy Lin. 2021 · 2021
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