Domain Specific Systems for Information Extraction and Retrieval

Livrables

Supervisory Board of the Network

Annual report for joint supervision and training activities (year 1)

All joint supervision and training activities for the year are reported

Dissemination Activities Report (Year 1)

Report of activities undertaken and to be undertaken for dissemination

Models Tutorial

Materials used in a 12 day tutorial on models of information seeking search and retrieval

Knowledge Task Survey

A report on the notion of task that differentiates the various levels of task eg work task information task search task for use as a foundation in future work of the project

Dissemination Activities Report (Year 2)

Report of activities undertaken and to be undertaken for dissemination

State of the Art Models Survey

A report detailing the state of the art in terms of models for information seeking search and retrieval along with applicable theories for modeling interaction

Annual report for joint supervision and training activities (year 2)

All joint supervision and training activities for the year are reported

Contextual Search Survey

A report detailing the state of the art in terms of context and context models

Online Presence

This deliverable consists of the implemented web presence

Enhanced Web Presence

This deliverable consists of a redesigned and enlarged web presence

Publications

Relevance Models Based on the Knowledge Gap

Auteurs: Ghafourian, Yasin
Publié dans: Advances in Information Retrieval. ECIR 2022, Lecture Notes in Computer Science, vol 13186, Numéro 2022, 2022, ISBN 978-3-030-99738-0
Éditeur: Springer
DOI: 10.1007/978-3-030-99739-7_60

A Relevance Judgement Test Collection for TripClick Health Retrieval

Auteurs: Sophia Althammer; Sebastian Hofstätter; Suzan Verberne; Allan Hanbury
Publié dans: CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Numéro October, 2022, 2022, ISBN 978-1-4503-9236-5
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3511808.3557714

Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation

Auteurs: Mete Sertkan; Sophia Althammer; Sebastian Hofstätter
Publié dans: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), Numéro July, 2023, 2023
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2023.acl-demo.56

Searching the Literature: An Analysis of an Exploratory Search Task

Auteurs: Soufan, Ayah; Ruthven, Ian; Azzopardi, Leif
Publié dans: ACM SIGIR Conference on Human Information Interaction and Retrieval 2022, Numéro 2, 2022, ISBN 978-1-4503-9186-3
Éditeur: ACM
DOI: 10.1145/3498366.3505818

Measuring Bias in a Ranked List Using Term-Based Representations

Auteurs: Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne
Publié dans: Advances in Information Retrieval: 46th European Conference on Information Retrieval, Numéro ECIR 2024, 2024
Éditeur: Springer-Verlag
DOI: 10.1007/978-3-031-56069-9_1

Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study

Auteurs: Wojciech Kusa; Allan Hanbury; Petr Knoth
Publié dans: Advances in Information Retrieval. ECIR 2022. Lecture Notes in Computer Science, vol 13185, Numéro April, 2022, 2022, ISBN 978-3-030-99735-9
Éditeur: Springer
DOI: 10.1007/978-3-030-99736-6_39

Automated Single-Label Patent Classification using Ensemble Classifiers

Auteurs: Eleni Kamateri; Vasileios Stamatis; Konstantinos Diamantaras; Michail Salampasis
Publié dans: ICMLC '22: Proceedings of the 2022 14th International Conference on Machine Learning and Computing, Numéro June, 2022, 2022, Page(s) 324–330, ISBN 978-1-4503-9570-0
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3529836.3529849

Ranking Heterogeneous Search Result Pages Using the Interactive Probability Ranking Principle

Auteurs: Kanaad Pathak Leif Azzopardi Martin Halvey
Publié dans: Advances in Information Retrieval: 46th European Conference on Information Retrieval, Numéro ECIR 20224, 2024
Éditeur: Springer-Verlag
DOI: 10.1007/978-3-031-56060-6_7

Outcome-based Evaluation of Systematic Review Automation

Auteurs: Wojciech Kusa; Guido Zuccon; Petr Knoth; Allan Hanbury
Publié dans: ICTIR '23: Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, Numéro August, 2023, 2023, ISBN 979-8-4007-0073-6
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3578337.3605135

CRUISE-Screening: Living Literature Reviews Toolbox

Auteurs: Wojciech Kusa; Petr Knoth; Allan Hanbury
Publié dans: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Numéro October, 2023, 2023, Page(s) 5071–5075
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3583780.3614736

The Influence of Presentation and Performance on User Satisfaction

Auteurs: Kanaad Pathak Leif Azzopardi Martin Halvey
Publié dans: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numéro CHIIR 2024, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627508.3638335

Untangling the Concept of Task in Information Seeking and Retrieval

Auteurs: Ayah Soufan, Ian Ruthven, Leif Azzopardi
Publié dans: ICTIR '21: Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval, Numéro July 2021, 2021, Page(s) 73-81, ISBN 978-1-4503-8611-1
Éditeur: Association for Computing Machinery, New York, NY, United States
DOI: 10.1145/3471158.3472259

LeiBi@COLIEE 2022: Aggregating Tuned Lexical Models with a Cluster-driven BERT-based Model for Case Law Retrieval

Auteurs: Askari, Arian; Peikos, Georgios; Pasi, Gabriella; Verberne, Suzan
Publié dans: COLIEE Workshop, Numéro 2022, 2022
Éditeur: arXiv
DOI: 10.48550/arxiv.2205.13351

Cross-Domain Retrieval in the Legal and Patent Domains: A Reproducibility Study

Auteurs: Sophia Althammer, Sebastian Hofstätter, Allan Hanbury
Publié dans: Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part II, Numéro 12657, 2021, Page(s) 3-17, ISBN 978-3-030-72239-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-72240-1_1

Untangling Cost, Effort, and Load in Information Seeking and Retrieval

Auteurs: Molly McGregor, Leif Azzopardi, Martin Halvey
Publié dans: Proceedings of the 2021 Conference on Human Information Interaction and Retrieval, Numéro March 2021, 2021, Page(s) 151-161, ISBN 9781450380553
Éditeur: ACM
DOI: 10.1145/3406522.3446026

Seeking Socially Responsible Consumers: Exploring the Intention-Search-Behaviour Gap

Auteurs: Leif Azzopardi Frans Van Der Sluis
Publié dans: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numéro CHIIR 2024, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627508.3638324

"""This research is funded by..."": Named Entity Recognition of Financial Information in Research Papers"

Auteurs: Daria Alexander,Arjen P. de Vries
Publié dans: BIR 2021 Workshop on Bibliometric-enhanced Information Retrieval, Numéro April 2021, 2021, Page(s) 102-110, ISSN 1613-0073
Éditeur: CEUR-WS

Injecting the BM25 Score as Text Improves BERT-Based Re-rankers

Auteurs: Askari, Arian; Abolghasemi, Amin; Pasi, Gabriella; Kraaij, Wessel; Verberne, Suzan
Publié dans: Advances in Information Retrieval. ECIR 2023. Lecture Notes in Computer Science, vol 13980, Numéro April, 2023, 2023, ISBN 978-3-031-28243-0
Éditeur: Springer
DOI: 10.1007/978-3-031-28244-7_5

DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval

Auteurs: Althammer, Sophia; Askari, Arian; Verberne, Suzan; Hanbury, Allan
Publié dans: Proceedings of the Eighth International Competition on Legal Information Extraction/Entailment (COLIEE 2021), Numéro July 2021, 2021
Éditeur: COLIEE 2021 Organizers

Improving BERT-based Query-by-Document Retrieval with Multi-task Optimization

Auteurs: Abolghasemi, Amin; Verberne, Suzan; Azzopardi, Leif
Publié dans: Advances in Information Retrieval, Numéro ECIR 2022, 2022, ISBN 978-3-030-99738-0
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-99739-7_1

Benchmark for Research Theme Classification of Scholarly Documents

Auteurs: Óscar E. Mendoza, Wojciech Kusa, Alaa El-Ebshihy, Ronin Wu, David Pride, Petr Knoth, Drahomira Herrmannova, Florina Piroi, Gabriella Pasi, Allan Hanbury
Publié dans: Proceedings of the Third Workshop on Scholarly Document Processing, Numéro 253-262, 2022
Éditeur: ACL Anthology

Queries Annotated with Intent using Weak Supervision

Auteurs: Daria Alexander; Wojciech Kusa; Arjen P. de Vries
Publié dans: SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval Madrid Spain July 11 - 15, 2022, pp. 3057-3066, Numéro July, 2022, 2022, Page(s) 3057–3066, ISBN 978-1-4503-8732-3
Éditeur: Association for Computing Machinery (ACM), New York, NY, United States
DOI: 10.1145/3477495.3531737

Retrievability Bias Estimation Using Synthetically Generated Queries

Auteurs: Amin Abolghasemi Suzan Verberne Arian Askari Leif Azzopardi
Publié dans: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Numéro CIKM 2023, 2023
Éditeur: Association for Computing Machinery
DOI: 10.1145/3583780.3615221

Expert Finding in Legal Community Question Answering

Auteurs: Arian Askari; Suzan Verberne; Gabriella Pasi
Publié dans: Advances in Information Retrieval. ECIR 2022. Lecture Notes in Computer Science, vol 13186, Numéro April, 2022, 2022, ISBN 978-3-030-99738-0
Éditeur: Springer
DOI: 10.1007/978-3-030-99739-7_3

UNIMIB at TREC 2021 Clinical Trials Track

Auteurs: Peikos, Georgios; Espitia, Oscar; Pasi, Gabriella
Publié dans: The Thirtieth Text REtrieval Conference (TREC 2021), Numéro 2021, 2021
Éditeur: NIST
DOI: 10.48550/arxiv.2207.13514

A Time-Optimized Content Creation Workflow for Remote Teaching

Auteurs: Sebastian Hofstätter; Sophia Althammer; Mete Sertkan; Allan Hanbury
Publié dans: SIGCSE 2022: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education, Numéro vol.1, 2022, 2022, Page(s) 731–737, ISBN 978-1-4503-9070-5
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3478431.3499421

On the Interpolation of Contextualized Term-based Ranking with BM25 for Query-by-Example Retrieval

Auteurs: Amin Abolghasemi; Arian Askari; Suzan Verberne
Publié dans: ICTIR '22: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval, Numéro August, 2022, 2022, Page(s) 161–170
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3539813.3545133

Responsible AI in Healthcare

Auteurs: Cabitza, Federico; Ciucci, Davide; Pasi, Gabriella; Viviani, Marco
Publié dans: Ital-IA 2022: The 2nd CINI National Conference on Articial Intelligence, February 9–11, 2022, Numéro February, 2022, 2022
Éditeur: Università degli Studi di Milano-Bicocca
DOI: 10.48550/arxiv.2203.03616

Results Merging in the Patent Domain

Auteurs: Vasileios Stamatis, Michail Salampasis
Publié dans: 24th Pan-Hellenic Conference on Informatics, Numéro November, 2020, 2020, Page(s) 229-232, ISBN 9781450388979
Éditeur: ACM
DOI: 10.1145/3437120.3437313

Uncharted Territory: Understanding Exploratory Search Behaviours in Literature Reviews

Auteurs: Ayah Soufan Ian Ruthven Leif Azzopardi
Publié dans: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numéro CHIIR 2024, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627508.3638334

Information retrieval evaluation in knowledge acquisition tasks

Auteurs: Ghafourian, Y.; Knoth, P.; Hanbury, A.
Publié dans: WEPIR 2021: The 3rd Workshop on Evaluation of Personalisation in Information Retrieval at CHIIR 2021, Numéro 2021, 2021, Page(s) 88-95
Éditeur: CEUR Workshop Series

Vec4Cred: a model for health misinformation detection in web pages

Auteurs: Rishabh Upadhyay; Gabriella Pasi; Marco Viviani
Publié dans: Multimedia Tools and Applications, Numéro 82,2023, 2023, Page(s) 5271–5290, ISSN 1573-7721
Éditeur: Springer Link
DOI: 10.1007/s11042-022-13368-z

Effective matching of patients to clinical trials using entity extraction and neural re-ranking

Auteurs: Wojciech Kusa; Óscar E. Mendoza; Petr Knoth; Gabriella Pasi; Allan Hanbury
Publié dans: Journal of Biomedical Informatics, Numéro 144, 2023, 2023, ISSN 1532-0464
Éditeur: Academic Press
DOI: 10.1016/j.jbi.2023.104444

A Systematic Review of Cost, Effort, and Load Research in Information Search and Retrieval, 1972–2020

Auteurs: Molly McGregor; Leif Azzopardi; Martin Halvey
Publié dans: ACM Transactions on Information Systems, Numéro August, 2023, 2023, Page(s) 1-39, ISSN 1046-8188
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3583069

Utilizing ChatGPT to Enhance Clinical Trial Enrollment

Auteurs: Peikos, Georgios; Symeonidis, Symeon; Kasela, Pranav; Pasi, Gabriella
Publié dans: Under review, SSRN, Numéro 2, 2023
Éditeur: Elsevier
DOI: 10.2139/ssrn.4492872

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