Domain Specific Systems for Information Extraction and Retrieval

Risultati finali

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

Pubblicazioni

Relevance Models Based on the Knowledge Gap

Autori: Ghafourian, Yasin
Pubblicato in: Advances in Information Retrieval. ECIR 2022, Lecture Notes in Computer Science, vol 13186, Numero 2022, 2022, ISBN 978-3-030-99738-0
Editore: Springer
DOI: 10.1007/978-3-030-99739-7_60

A Relevance Judgement Test Collection for TripClick Health Retrieval

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

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

Autori: Mete Sertkan; Sophia Althammer; Sebastian Hofstätter
Pubblicato in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), Numero July, 2023, 2023
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.acl-demo.56

Searching the Literature: An Analysis of an Exploratory Search Task

Autori: Soufan, Ayah; Ruthven, Ian; Azzopardi, Leif
Pubblicato in: ACM SIGIR Conference on Human Information Interaction and Retrieval 2022, Numero 2, 2022, ISBN 978-1-4503-9186-3
Editore: ACM
DOI: 10.1145/3498366.3505818

Measuring Bias in a Ranked List Using Term-Based Representations

Autori: Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne
Pubblicato in: Advances in Information Retrieval: 46th European Conference on Information Retrieval, Numero ECIR 2024, 2024
Editore: 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

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

Automated Single-Label Patent Classification using Ensemble Classifiers

Autori: Eleni Kamateri; Vasileios Stamatis; Konstantinos Diamantaras; Michail Salampasis
Pubblicato in: ICMLC '22: Proceedings of the 2022 14th International Conference on Machine Learning and Computing, Numero June, 2022, 2022, Pagina/e 324–330, ISBN 978-1-4503-9570-0
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3529836.3529849

Ranking Heterogeneous Search Result Pages Using the Interactive Probability Ranking Principle

Autori: Kanaad Pathak Leif Azzopardi Martin Halvey
Pubblicato in: Advances in Information Retrieval: 46th European Conference on Information Retrieval, Numero ECIR 20224, 2024
Editore: Springer-Verlag
DOI: 10.1007/978-3-031-56060-6_7

Outcome-based Evaluation of Systematic Review Automation

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

CRUISE-Screening: Living Literature Reviews Toolbox

Autori: Wojciech Kusa; Petr Knoth; Allan Hanbury
Pubblicato in: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Numero October, 2023, 2023, Pagina/e 5071–5075
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3583780.3614736

The Influence of Presentation and Performance on User Satisfaction

Autori: Kanaad Pathak Leif Azzopardi Martin Halvey
Pubblicato in: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numero CHIIR 2024, 2024
Editore: Association for Computing Machinery
DOI: 10.1145/3627508.3638335

Untangling the Concept of Task in Information Seeking and Retrieval

Autori: Ayah Soufan, Ian Ruthven, Leif Azzopardi
Pubblicato in: ICTIR '21: Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval, Numero July 2021, 2021, Pagina/e 73-81, ISBN 978-1-4503-8611-1
Editore: 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

Autori: Askari, Arian; Peikos, Georgios; Pasi, Gabriella; Verberne, Suzan
Pubblicato in: COLIEE Workshop, Numero 2022, 2022
Editore: arXiv
DOI: 10.48550/arxiv.2205.13351

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

Autori: Sophia Althammer, Sebastian Hofstätter, Allan Hanbury
Pubblicato in: Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part II, Numero 12657, 2021, Pagina/e 3-17, ISBN 978-3-030-72239-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-72240-1_1

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

Autori: Molly McGregor, Leif Azzopardi, Martin Halvey
Pubblicato in: Proceedings of the 2021 Conference on Human Information Interaction and Retrieval, Numero March 2021, 2021, Pagina/e 151-161, ISBN 9781450380553
Editore: ACM
DOI: 10.1145/3406522.3446026

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

Autori: Leif Azzopardi Frans Van Der Sluis
Pubblicato in: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numero CHIIR 2024, 2024
Editore: Association for Computing Machinery
DOI: 10.1145/3627508.3638324

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

Autori: Daria Alexander,Arjen P. de Vries
Pubblicato in: BIR 2021 Workshop on Bibliometric-enhanced Information Retrieval, Numero April 2021, 2021, Pagina/e 102-110, ISSN 1613-0073
Editore: CEUR-WS

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

Autori: Askari, Arian; Abolghasemi, Amin; Pasi, Gabriella; Kraaij, Wessel; Verberne, Suzan
Pubblicato in: Advances in Information Retrieval. ECIR 2023. Lecture Notes in Computer Science, vol 13980, Numero April, 2023, 2023, ISBN 978-3-031-28243-0
Editore: 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

Autori: Althammer, Sophia; Askari, Arian; Verberne, Suzan; Hanbury, Allan
Pubblicato in: Proceedings of the Eighth International Competition on Legal Information Extraction/Entailment (COLIEE 2021), Numero July 2021, 2021
Editore: COLIEE 2021 Organizers

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

Autori: Abolghasemi, Amin; Verberne, Suzan; Azzopardi, Leif
Pubblicato in: Advances in Information Retrieval, Numero ECIR 2022, 2022, ISBN 978-3-030-99738-0
Editore: Springer, Cham
DOI: 10.1007/978-3-030-99739-7_1

Benchmark for Research Theme Classification of Scholarly Documents

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

Queries Annotated with Intent using Weak Supervision

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

Retrievability Bias Estimation Using Synthetically Generated Queries

Autori: Amin Abolghasemi Suzan Verberne Arian Askari Leif Azzopardi
Pubblicato in: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Numero CIKM 2023, 2023
Editore: Association for Computing Machinery
DOI: 10.1145/3583780.3615221

Expert Finding in Legal Community Question Answering

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

UNIMIB at TREC 2021 Clinical Trials Track

Autori: Peikos, Georgios; Espitia, Oscar; Pasi, Gabriella
Pubblicato in: The Thirtieth Text REtrieval Conference (TREC 2021), Numero 2021, 2021
Editore: NIST
DOI: 10.48550/arxiv.2207.13514

A Time-Optimized Content Creation Workflow for Remote Teaching

Autori: Sebastian Hofstätter; Sophia Althammer; Mete Sertkan; Allan Hanbury
Pubblicato in: SIGCSE 2022: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education, Numero vol.1, 2022, 2022, Pagina/e 731–737, ISBN 978-1-4503-9070-5
Editore: 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

Autori: Amin Abolghasemi; Arian Askari; Suzan Verberne
Pubblicato in: ICTIR '22: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval, Numero August, 2022, 2022, Pagina/e 161–170
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3539813.3545133

Responsible AI in Healthcare

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

Results Merging in the Patent Domain

Autori: Vasileios Stamatis, Michail Salampasis
Pubblicato in: 24th Pan-Hellenic Conference on Informatics, Numero November, 2020, 2020, Pagina/e 229-232, ISBN 9781450388979
Editore: ACM
DOI: 10.1145/3437120.3437313

Uncharted Territory: Understanding Exploratory Search Behaviours in Literature Reviews

Autori: Ayah Soufan Ian Ruthven Leif Azzopardi
Pubblicato in: CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, Numero CHIIR 2024, 2024
Editore: Association for Computing Machinery
DOI: 10.1145/3627508.3638334

Information retrieval evaluation in knowledge acquisition tasks

Autori: Ghafourian, Y.; Knoth, P.; Hanbury, A.
Pubblicato in: WEPIR 2021: The 3rd Workshop on Evaluation of Personalisation in Information Retrieval at CHIIR 2021, Numero 2021, 2021, Pagina/e 88-95
Editore: CEUR Workshop Series

Vec4Cred: a model for health misinformation detection in web pages

Autori: Rishabh Upadhyay; Gabriella Pasi; Marco Viviani
Pubblicato in: Multimedia Tools and Applications, Numero 82,2023, 2023, Pagina/e 5271–5290, ISSN 1573-7721
Editore: Springer Link
DOI: 10.1007/s11042-022-13368-z

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

Autori: Wojciech Kusa; Óscar E. Mendoza; Petr Knoth; Gabriella Pasi; Allan Hanbury
Pubblicato in: Journal of Biomedical Informatics, Numero 144, 2023, 2023, ISSN 1532-0464
Editore: 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

Autori: Molly McGregor; Leif Azzopardi; Martin Halvey
Pubblicato in: ACM Transactions on Information Systems, Numero August, 2023, 2023, Pagina/e 1-39, ISSN 1046-8188
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3583069

Utilizing ChatGPT to Enhance Clinical Trial Enrollment

Autori: Peikos, Georgios; Symeonidis, Symeon; Kasela, Pranav; Pasi, Gabriella
Pubblicato in: Under review, SSRN, Numero 2, 2023
Editore: Elsevier
DOI: 10.2139/ssrn.4492872

Risultati finali

Pubblicazioni

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