Behrooz Mansouri

2025

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Report on the 8th Workshop on Narrative Extraction from Texts (Text2Story 2025) at ECIR 2025.
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Marina Litvak|João Paulo Cordeiro|Conceição Rocha|Hugo O. Sousa|Luís Filipe Cunha|Behrooz Mansouri
SIGIR Forum 2025 Volume 59 Issue 1
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Mathematical Information Retrieval: Search and Question Answering.
Richard Zanibbi|Behrooz Mansouri|Anurag Agarwal
Foundations and Trends in Information Retrieval 2025 Volume 19 Issue 1-2
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SimpleText Best of Labs in CLEF-2024: Application of Large Language Models for Scientific Text Simplification.
Nicholas Largey|Reihaneh Maarefdoust|Shea Durgin|Behrooz Mansouri
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 16th International Conference of the CLEF Association, CLEF 2025, Madrid, Spain, September 9-12, 2025, Proceedings
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AIIRLab Systems for CLEF 2025 SimpleText: Cross-Encoders to Avoid Spurious Generation.
Nicholas Largey|Deiby Wu|Behrooz Mansouri
Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.
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Augmenting Vision-Language Retrieval: The Role of Multimodal LLMs as Synthetic Data Generators.
Aidan Bell|James Gore|Behrooz Mansouri
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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Analyzing the Influence of the Pandemic on Seasonal Queries.
Mandy Ho|Nicholas Largey|Behrooz Mansouri
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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Temporal Aspects of CLIP Embeddings.
Nicholas Largey|Mandy Ho|Janna Ahrndt|Behrooz Mansouri
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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Report on the 7th International Workshop on Narrative Extraction from Texts (Text2Story 2024) at ECIR 2024.
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Marina Litvak|João Paulo Cordeiro|Conceição Rocha|Hugo O. Sousa|Behrooz Mansouri
SIGIR Forum 2024 Volume 58 Issue 1
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AIIR Lab Systems for CLEF 2024 SimpleText: Large Language Models for Text Simplification.
Nicholas Largey|Reihaneh Maarefdoust|Shea Durgin|Behrooz Mansouri
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.
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MathMex: Search Engine for Math Definitions.
Shea Durgin|James Gore|Behrooz Mansouri
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part V
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CrossMath: Towards Cross-lingual Math Information Retrieval.
James Gore|Joseph Polletta|Behrooz Mansouri
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024
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Using Large Language Models for Math Information Retrieval.
Behrooz Mansouri|Reihaneh Maarefdoust
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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Report on the 6th International Workshop on Narrative Extraction from Texts (Text2Story 2023) at ECIR 2023.
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Marina Litvak|João Paulo Cordeiro|Conceição Rocha|Hugo O. Sousa|Behrooz Mansouri
SIGIR Forum 2023 Volume 57 Issue 1
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AIIR and LIAAD Labs Systems for CLEF 2023 SimpleText.
Behrooz Mansouri|Shea Durgin|Sj Franklin|Sean Fletcher|Ricardo Campos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
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Clarifying Questions in Math Information Retrieval.
Behrooz Mansouri|Zahra Jahedibashiz
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2023, Taipei, Taiwan, 23 July 2023
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Towards Timeline Generation with Abstract Meaning Representation.
Behrooz Mansouri|Ricardo Campos|Adam Jatowt
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Report on the 5th International Workshop on Narrative Extraction from Texts (Text2Story 2022) at ECIR 2022.
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Marina Litvak|João Paulo Cordeiro|Conceição Rocha|Hugo O. Sousa|Behrooz Mansouri
SIGIR Forum 2022 Volume 56 Issue 1
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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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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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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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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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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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Report on the 4th international workshop on narrative extraction from texts (Text2Story 2021) at ECIR 2021.
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Mark A. Finlayson|João Paulo Cordeiro|Conceição Rocha|Alexandre Ribeiro|Behrooz Mansouri|Jeffery Ansah|Arian Pasquali
SIGIR Forum 2021 Volume 55 Issue 2
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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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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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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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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
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Embedding Formulae and Text for Improved Math Retrieval.
Behrooz Mansouri
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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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

2020

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Report on the third international workshop on narrative extraction from texts (Text2Story 2020).
Ricardo Campos|Alípio M. Jorge|Adam Jatowt|Sumit Bhatia|Arian Pasquali|João Paulo Cordeiro|Conceição Rocha|Behrooz Mansouri|Brenda Salenave Santana
SIGIR Forum 2020 Volume 54 Issue 1
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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
SIGIR Forum 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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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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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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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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Event-Related Query Classification with Deep Neural Networks.
Sahaj Gandhi|Behrooz Mansouri|Ricardo Campos|Adam Jatowt
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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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Exploring Video Game Searches on the Web.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Ricardo Campos|Mojgan Farhoodi
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019.

2018

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ParsTime: Rule-Based Extraction and Normalization of Persian Temporal Expressions.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Ricardo Campos|Mojgan Farhoodi|Maseud Rahgozar
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings
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Online Job Search: Study of Users' Search Behavior using Search Engine Query Logs.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Ricardo Campos|Mojgan Farhoodi
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
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Understanding User's Search Behavior towards Spiky Events.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Ricardo Campos|Mojgan Farhoodi|Maseud Rahgozar
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018
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Understanding the use of Temporal Expressions on Persian Web Search.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Ricardo Campos|Mojgan Farhoodi|Alireza Yari
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Learning Temporal Ambiguity in Web Search Queries.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Maseud Rahgozar|Farhad Oroumchian|Ricardo Campos
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
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Detecting Seasonal Queries Using Time Series and Content Features.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Maseud Rahgozar|Ricardo Campos
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2017, Amsterdam, The Netherlands, October 1-4, 2017