2023

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A Study of Term-Topic Embeddings for Ranking
Lila Boualili | Andrew Yates
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part II

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A Unified Framework for Learned Sparse Retrieval
Thong Nguyen | Sean MacAvaney | Andrew Yates
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part III

2022

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CEQE to SQET: A study of contextualized embeddings for query expansion
Shahrzad Naseri | Jeffrey Dalton | Andrew Yates | James Allan
2022 Volume 25 Issue 2

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Zero-shot Query Contextualization for Conversational Search
Antonios Minas Krasakis | Andrew Yates | Evangelos Kanoulas
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Dense Retrieval with Entity Views
Hai Dang Tran | Andrew Yates
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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ParClick: A Scalable Algorithm for EM-based Click Models
Pooya Khandel | Ilya Markov | Andrew Yates | Ana Lucia Varbanescu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking
Ronak Pradeep | Yuqi Liu | Xinyu Zhang | Yilin Li | Andrew Yates | Jimmy Lin
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

2021

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Pretrained Transformers for Text Ranking: BERT and Beyond
Jimmy Lin | Rodrigo Frassetto Nogueira | Andrew Yates
2021

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Contextualized query expansion via unsupervised chunk selection for text retrieval
Zhi Zheng | Kai Hui | Ben He | Xianpei Han | Le Sun | Andrew Yates
2021 Volume 58 Issue 5

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Pretrained Transformers for Text Ranking: BERT and Beyond
Andrew Yates | Rodrigo Frassetto Nogueira | Jimmy Lin
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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Exploring Personal Knowledge Extraction from Conversations with CHARM
Anna Tigunova | Paramita Mirza | Andrew Yates | Gerhard Weikum
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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Pretrained Transformers for Text Ranking: BERT and Beyond
Andrew Yates | Rodrigo Frassetto Nogueira | Jimmy Lin
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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DiffIR: Exploring Differences in Ranking Models' Behavior
Kevin Martin Jose | Thong Nguyen | Sean MacAvaney | Jeffrey Dalton | Andrew Yates
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Simplified Data Wrangling with ir_datasets
Sean MacAvaney | Andrew Yates | Sergey Feldman | Doug Downey | Arman Cohan | Nazli Goharian
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset
Iain Mackie | Jeffrey Dalton | Andrew Yates
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers
Xinyu Zhang | Andrew Yates | Jimmy Lin
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

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CEQE: Contextualized Embeddings for Query Expansion
Shahrzad Naseri | Jeff Dalton | Andrew Yates | James Allan
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

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You Get What You Chat: Using Conversations to Personalize Search-Based Recommendations
Ghazaleh H. Torbati | Andrew Yates | Gerhard Weikum
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

2020

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Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval
Andrew Yates | Siddhant Arora | Xinyu Zhang | Wei Yang | Kevin Martin Jose | Jimmy Lin
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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MPII at the TREC 2020 Deep Learning Track
Canjia Li | Andrew Yates
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020

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Flexible IR Pipelines with Capreolus
Andrew Yates | Kevin Martin Jose | Xinyu Zhang | Jimmy Lin
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Personalized Entity Search by Sparse and Scrutable User Profiles
Ghazaleh H. Torbati | Andrew Yates | Gerhard Weikum
CHIIR '20: Conference on Human Information Interaction and Retrieval, Vancouver, BC, Canada, March 14-18, 2020

2019

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Overcoming low-utility facets for complex answer retrieval
Sean MacAvaney | Andrew Yates | Arman Cohan | Luca Soldaini | Kai Hui | Nazli Goharian | Ophir Frieder
2019 Volume 22 Issue 3-4

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Investigating Retrieval Method Selection with Axiomatic Features
Siddhant Arora | Andrew Yates
Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval co-located with the 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, April 14, 2019

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MPII at TREC CAsT 2019: Incoporating Query Context into a BERT Re-ranker
Samarth Mehrotra | Andrew Yates
Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019

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CEDR: Contextualized Embeddings for Document Ranking
Sean MacAvaney | Andrew Yates | Arman Cohan | Nazli Goharian
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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Content-Based Weak Supervision for Ad-Hoc Re-Ranking
Sean MacAvaney | Andrew Yates | Kai Hui | Ophir Frieder
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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Listening between the Lines: Learning Personal Attributes from Conversations
Anna Tigunova | Andrew Yates | Paramita Mirza | Gerhard Weikum
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Replicating Relevance-Ranked Synonym Discovery in a New Language and Domain
Andrew Yates | Michael Unterkalmsteiner
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I

2018

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Overcoming Low-Utility Facets for Complex Answer Retrieval
Sean MacAvaney | Andrew Yates | Arman Cohan | Luca Soldaini | Kai Hui | Nazli Goharian | Ophir Frieder
Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR); and the International Workshop on Data Search (DATA:SEARCH'18) Co-located with (ACM SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

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Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval
Kai Hui | Andrew Yates | Klaus Berberich | Gerard de Melo
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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PACRR Gated Expansion for TREC CAR 2018
Sean MacAvaney | Nazli Goharian | Ophir Frieder | Andrew Yates
Proceedings of the Twenty-Seventh Text REtrieval Conference, TREC 2018, Gaithersburg, Maryland, USA, November 14-16, 2018

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Characterizing Question Facets for Complex Answer Retrieval
Sean MacAvaney | Andrew Yates | Arman Cohan | Luca Soldaini | Kai Hui | Nazli Goharian | Ophir Frieder
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

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Triaging content severity in online mental health forums
Arman Cohan | Sydney Young | Andrew Yates | Nazli Goharian
2017 Volume 68 Issue 11

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Learning to reformulate long queries for clinical decision support
Luca Soldaini | Andrew Yates | Nazli Goharian
2017 Volume 68 Issue 11

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Contextualized PACRR for Complex Answer Retrieval
Sean MacAvaney | Andrew Yates | Kai Hui
Proceedings of The Twenty-Sixth Text REtrieval Conference, TREC 2017, Gaithersburg, Maryland, USA, November 15-17, 2017

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Denoising Clinical Notes for Medical Literature Retrieval with Convolutional Neural Model
Luca Soldaini | Andrew Yates | Nazli Goharian
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Position-Aware Representations for Relevance Matching in Neural Information Retrieval
Kai Hui | Andrew Yates | Klaus Berberich | Gerard de Melo
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Enhancing web search in the medical domain via query clarification
Luca Soldaini | Andrew Yates | Elad Yom-Tov | Ophir Frieder | Nazli Goharian
2016 Volume 19 Issue 1-2

2015

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Retrieving Medical Literature for Clinical Decision Support
Luca Soldaini | Arman Cohan | Andrew Yates | Nazli Goharian | Ophir Frieder
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

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Query Reformulation for Clinical Decision Support Search
Luca Soldaini | Arman Cohan | Andrew Yates | Nazli Goharian | Ophir Frieder
Proceedings of The Twenty-Third Text REtrieval Conference, TREC 2014, Gaithersburg, Maryland, USA, November 19-21, 2014

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Relevance-Ranked Domain-Specific Synonym Discovery
Andrew Yates | Nazli Goharian | Ophir Frieder
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2013

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Graded relevance ranking for synonym discovery
Andrew Yates | Nazli Goharian | Ophir Frieder
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume

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ADRTrace: Detecting Expected and Unexpected Adverse Drug Reactions from User Reviews on Social Media Sites
Andrew Yates | Nazli Goharian
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

2012

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(Not Too) Personalized Learning to Rank for Contextual Suggestion
Andrew Yates | Dave DeBoer | Hui Yang | Nazli Goharian | Steve Kunath | Ophir Frieder
Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012

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Efficient estimation of aspect weights
Jon Parker | Andrew Yates | Nazli Goharian | Wai Gen Yee
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2010

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eduKEN: a tool for fine-grained video comment collection and analysis
Wai Gen Yee | Andrew Yates | Ophir Frieder | Armin Moehrle
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2009

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Are Web User Comments Useful for Search?
Wai Gen Yee | Andrew Yates | Shizhu Liu | Ophir Frieder
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, co-located with ACM SIGIR 2009, LSDS-IR@SIGIR 2009, Boston, USA, July 23, 2009

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