2022

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Contextualized Formula Search Using Math Abstract Meaning Representation
Behrooz Mansouri | Douglas W. Oard | Richard Zanibbi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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DPRL Systems in the CLEF 2022 ARQMath Lab: Introducing MathAMR for Math-Aware Search
Behrooz Mansouri | Douglas W. Oard | Richard Zanibbi
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Expanding Spatial Regions and Incorporating IDF for PHOC-Based Math Formula Retrieval at ARQMath-3
Matt Langsenkamp | Behrooz Mansouri | Richard Zanibbi
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Overview of ARQMath-3 (2022): Third CLEF Lab on Answer Retrieval for Questions on Math (Working Notes Version)
Behrooz Mansouri | Vít Novotný | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Overview of ARQMath-3 (2022): Third CLEF Lab on Answer Retrieval for Questions on Math
Behrooz Mansouri | Vít Novotný | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

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Advancing Math-Aware Search: The ARQMath-3 Lab at CLEF 2022
Behrooz Mansouri | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Learning to Rank for Mathematical Formula Retrieval
Behrooz Mansouri | Richard Zanibbi | Douglas W. Oard
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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Overview of ARQMath-2 (2021): Second CLEF Lab on Answer Retrieval for Questions on Math
Behrooz Mansouri | Richard Zanibbi | Douglas W. Oard | Anurag Agarwal
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings

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Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens
Wei Zhong | Xinyu Zhang | Ji Xin | Richard Zanibbi | Jimmy Lin
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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DPRL Systems in the CLEF 2021 ARQMath Lab: Sentence-BERT for Answer Retrieval, Learning-to-Rank for Formula Retrieval
Behrooz Mansouri | Douglas W. Oard | Richard Zanibbi
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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XY-PHOC Symbol Location Embeddings for Math Formula Retrieval and Autocompletion
Robin Avenoso | Behrooz Mansouri | Richard Zanibbi
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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Overview of ARQMath-2 (2021): Second CLEF Lab on Answer Retrieval for Questions on Math (Working Notes Version)
Behrooz Mansouri | Richard Zanibbi | Douglas W. Oard | Anurag Agarwal
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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Advancing Math-Aware Search: The ARQMath-2 Lab at CLEF 2021
Behrooz Mansouri | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

2020

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ARQMath: a new benchmark for math-aware CQA and math formula retrieval
Richard Zanibbi | Behrooz Mansouri | Anurag Agarwal | Douglas W. Oard
2020 Volume 54 Issue 2

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Overview of ARQMath 2020: CLEF Lab on Answer Retrieval for Questions on Math
Richard Zanibbi | Douglas W. Oard | Anurag Agarwal | Behrooz Mansouri
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings

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Overview of ARQMath 2020 (Updated Working Notes Version): CLEF Lab on Answer Retrieval for Questions on Math
Richard Zanibbi | Douglas W. Oard | Anurag Agarwal | Behrooz Mansouri
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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DPRL Systems in the CLEF 2020 ARQMath Lab
Behrooz Mansouri | Douglas W. Oard | Richard Zanibbi
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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Accelerating Substructure Similarity Search for Formula Retrieval
Wei Zhong | Shaurya Rohatgi | Jian Wu | C. Lee Giles | Richard Zanibbi
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I

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Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
Behrooz Mansouri | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II

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MathSeer: A Math-Aware Search Interface with Intuitive Formula Editing, Reuse, and Lookup
Gavin Nishizawa | Jennifer Liu | Yancarlos Diaz | Abishai Dmello | Wei Zhong | Richard Zanibbi
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II

2019

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Tangent-CFT: An Embedding Model for Mathematical Formulas
Behrooz Mansouri | Shaurya Rohatgi | Douglas W. Oard | Jian Wu | C. Lee Giles | Richard Zanibbi
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

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Tangent-V: Math Formula Image Search Using Line-of-Sight Graphs
Kenny Davila | Ritvik Joshi | Srirangaraj Setlur | Venu Govindaraju | Richard Zanibbi
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I

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Structural Similarity Search for Formulas Using Leaf-Root Paths in Operator Subtrees
Wei Zhong | Richard Zanibbi
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I

2017

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Layout and Semantics: Combining Representations for Mathematical Formula Search
Kenny Davila | Richard Zanibbi
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2016

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Tangent-3 at the NTCIR-12 MathIR Task
Kenny Davila | Richard Zanibbi | Andrew Kane | Frank Wm. Tompa
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016

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NTCIR-12 MathIR Task Overview
Richard Zanibbi | Akiko Aizawa | Michael Kohlhase | Iadh Ounis | Goran Topic | Kenny Davila
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016

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Multi-Stage Math Formula Search: Using Appearance-Based Similarity Metrics at Scale
Richard Zanibbi | Kenny Davila | Andrew Kane | Frank Wm. Tompa
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2014

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Combining TF-IDF Text Retrieval with an Inverted Index over Symbol Pairs in Math Expressions: The Tangent Math Search Engine at NTCIR 2014
Nidhin Pattaniyil | Richard Zanibbi
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR-11, National Center of Sciences, Tokyo, Japan, December 9-12, 2014

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Discovering real-world use cases for a multimodal math search interface
Keita Del Valle Wangari | Richard Zanibbi | Anurag Agarwal
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Rendering expressions to improve accuracy of relevance assessment for math search
Matthias S. Reichenbach | Anurag Agarwal | Richard Zanibbi
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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