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Florina Piroi

Senior Scientist Dipl.-Ing.in Dr.in

Florina Piroi

Roles

  • Senior Scientist
    Data Science, E194-04
  • Curriculum Commission for Business Informatics
    Substitute Member

Contact

2024W

2025S

 

2024

  • A Reproducibility and Generalizability Study of Large Language Models for Query Generation / Staudinger, M., Kusa, W., Piroi, F., Lipani, A., & Hanbury, A. (2024). A Reproducibility and Generalizability Study of Large Language Models for Query Generation. In SIGIR-AP 2024: Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (pp. 186–196). The Association for Computing Machinery. https://doi.org/10.1145/3673791.3698432
  • Reproducible Hybrid Time-Travel Retrieval in Evolving Corpora / Staudinger, M., Piroi, F., & Rauber, A. (2024). Reproducible Hybrid Time-Travel Retrieval in Evolving Corpora. In SIGIR-AP 2024: Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (pp. 203–208). Association for Computing Machinery. https://doi.org/10.1145/3673791.3698421
  • Beyond ChatGPT: A Reproducibility and Generalizability Study of Large Language Models for Query Generation / Staudinger, M., Kusa, W., Piroi, F., Lipani, A., & Hanbury, A. (2024, November 9). Beyond ChatGPT: A Reproducibility and Generalizability Study of Large Language Models for Query Generation [Poster Presentation]. ML in PL Conference 2024, Warsaw, Poland.
  • Overview of the CLEF 2024 LongEval Lab on Longitudinal Evaluation of Model Performance / Alkhalifa, R., Borkakoty, H., Deveaud, R., El-Ebshihy, A., Espinosa-Anke, L., Fink, T., Galuščáková, P., Gonzalez-Saez, G., Goeuriot, L., Iommi, D., Liakata, M., Madabushi, H. T., Medina-Alias, P., Mulhem, P., Piroi, F., Popel, M., & Zubiaga, A. (2024). Overview of the CLEF 2024 LongEval Lab on Longitudinal Evaluation of Model Performance. In Experimental IR Meets Multilinguality, Multimodality, and Interaction : 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9–12, 2024, Proceedings, Part II (pp. 208–230). Springer. https://doi.org/10.1007/978-3-031-71908-0_10
  • Extended overview of the CLEF 2024 LongEval Lab on Longitudinal Evaluation of Model Performance / Alkhalifa, R., Borkakoty, H., Deveaud, R., El-Ebshihy, A., Espinosa-Anke, L., Fink, T., Galuščáková, P., Gonzalez-Saez, G., Goeuriot, L., Iommi, D., Liakata, M., Tayyar Madabushi, H., Medina-Alias, P., Mulhem, P., Piroi, F., Popel, M., & Zubiaga, A. (2024). Extended overview of the CLEF 2024 LongEval Lab on Longitudinal Evaluation of Model Performance. In Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024) (pp. 2267–2289). http://hdl.handle.net/20.500.12708/210281
  • 5th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2024) / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (2024). 5th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2024). In SIGIR ’24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 3021–3024). Association for Computing Machinery. https://doi.org/10.1145/3626772.3657986
  • Impact of electrical equipment on the power factor / Elisabeta, S., Piroi, I., & Piroi, F. (2024). Impact of electrical equipment on the power factor. Journal of Physics: Conference Series, 2714, Article 012009. https://doi.org/10.1088/1742-6596/2714/1/012009
  • AMATU@Simpletext2024: Are LLMs Any Good for Scientific Leaderboard Extraction? : Notebook for the SimpleText Lab at CLEF 2024 / Staudinger, M., El-Ebshihy, A., Ningtyas, A. M., Piroi, F., & Hanbury, A. (2024). AMATU@Simpletext2024: Are LLMs Any Good for Scientific Leaderboard Extraction? : Notebook for the SimpleText Lab at CLEF 2024. In G. Faggioli, N. Ferro, P. Galuščáková, & A. Garcia Seco de Herrera (Eds.), CLEF 2024 Working Notes: Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024) (pp. 3300–3316).
  • LongEval: Longitudinal Evaluation of Model Performance at CLEF 2024 / Alkhalifa, R., Borkakoty, H., Deveaud, R., El-Ebshihy, A., Espinosa-Anke, L., Fink, T., Gonzalez-Saez, G., Galuščáková, P., Goeuriot, L., Iommi, D., Liakata, M., Madabushi, H. T., Medina-Alias, P., Mulhem, P., Piroi, F., Popel, M., Servan, C., & Zubiaga, A. (2024). LongEval: Longitudinal Evaluation of Model Performance at CLEF 2024. In Advances in Information Retrieval : 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part VI (pp. 60–66). https://doi.org/10.1007/978-3-031-56072-9_8
  • An Analysis of Tasks and Datasets in Peer Reviewing / Staudinger, M., Kusa, W., Piroi, F., & Hanbury, A. (2024). An Analysis of Tasks and Datasets in Peer Reviewing. In Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024) (pp. 257–268). Association for Computational Linguistics.
  • Improving Laypeople Familiarity with Medical Terms by Informal Medical Entity Linking / Ningtyas, A. M., El-Ebshihy, A., Piroi, F., & Hanbury, A. (2024). Improving Laypeople Familiarity with Medical Terms by Informal Medical Entity Linking. In Experimental IR Meets Multilinguality, Multimodality, and Interaction : 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9–12, 2024, Proceedings, Part I (pp. 113–126). https://doi.org/10.1007/978-3-031-71736-9_6

2023

  • Data Stewardship – Österreichische Nationale Strategie und Umsetzung / Bardel, A., Hasani-Mavriqi, I., Jean-Quartier, C., Schaffer, P., Macher, T., Kalová, T., Feichtinger, M., Bargmann, M., Sanchez Solis, B., Stork, C., Miksa, T., & Piroi, F. (2023). Data Stewardship – Österreichische Nationale Strategie und Umsetzung. Zeitschrift Für Hochschulentwicklung, 18(Sonderheft Forschung), 65–88. https://doi.org/10.21240/zfhe/SH-F/05
  • Predicting Retrieval Performance Changes in Evolving Evaluation Environments / El-Ebshihy, A., Fink, T., Gonzalez-Saez, G., Galuščáková, P., Piroi, F., Iommi, D., Goeuriot, L., & Mulhem, P. (2023). Predicting Retrieval Performance Changes in Evolving Evaluation Environments. In A. Arampatzis, E. Kanoulas, T. Tsikrika, S. Vrochidis, A. Giachanou, D. Li, M. Aliannejadi, M. Vlachos, G. Faggioli, & N. Ferro (Eds.), Experimental IR Meets Multilinguality, Multimodality, and Interaction : 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings (pp. 21–33). Springer. https://doi.org/10.1007/978-3-031-42448-9_3
  • Using Semi-automatic Annotation Platform to Create Corpus for Argumentative Zoning / El-Ebshihy, A., Ningtyas, A. M., Piroi, F., Rauber, A., Romadhony, A., Faraby, S. A., & Sabariah, M. K. (2023). Using Semi-automatic Annotation Platform to Create Corpus for Argumentative Zoning. In O. Alonso, H. Cousijn, G. Silvello, M. Marrero, C. Teixeira Lopes, & S. Marchesin (Eds.), Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, TPDL 2023, Zadar, Croatia, September 26–29, 2023, Proceedings (pp. 132–145). Springer. https://doi.org/10.1007/978-3-031-43849-3_12
    Project: AR-Science (2019–2022)
  • Towards A Knowledge Graph-based Exploratory Search for Privacy Engineering / Herwanto, G. B., Ekaputra, F. J., Piroi, F., & Sabou, M. (2023). Towards A Knowledge Graph-based Exploratory Search for Privacy Engineering. In B. Fu, P. Lambrix, H. Li, S. Nunes, & C. Pesquita (Eds.), Proceedings of the 8th International Workshop on the Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs, co-located with the 22nd International Semantic Web Conference (ISWC 2023) (pp. 49–56).

2022

  • A Platform for Argumentative Zoning Annotation and Scientific Summarization / El-Ebshihy, A., Ningtyas, A. M., Andersson, L., Piroi, F., & Rauber, A. (2022). A Platform for Argumentative Zoning Annotation and Scientific Summarization. In M. A. Hasan & L. Xiong (Eds.), CIKM ’22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp. 4843–4847). Association for Computing Machinery (ACM). https://doi.org/10.1145/3511808.3557193
    Project: AR-Science (2019–2022)
  • Benchmark for Research Theme Classification of Scholarly Documents / Mendoza, O., Kusa, W., El-Ebshihy, A. M., Wu, R., Pride, D., Knoth, P., Herrmannova, D., Piroi, F., Pasi, G., & Hanbury, A. (2022). Benchmark for Research Theme Classification of Scholarly Documents. In Proceedings of the Workshop. Third Workshop on Scholarly Document Processing (pp. 253–262). Association for Computational Linguistics. https://doi.org/10.34726/4521
    Download: PDF (519 KB)
    Project: DoSSIER (2019–2024)
  • Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization / Ningtyas, A. M., El-Ebshihy, A., Herwanto, G. B., Piroi, F., & Hanbury, A. (2022). Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization. In Experimental IR Meets Multilinguality, Multimodality, and Interaction (pp. 33–47). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-13643-6_3
  • Towards an Open Translation Environment for Supporting Translators in the Materials Domain / Ekaputra, F. J., Piroi, F., Noeske, M., Friis, J., Calvio, A., Konchakova, N. A., Foidl, R., Leite Cavalcanti, W., Foschini, L., Hagelien, T., Mora, A., Andersen, C., & Andreon, B. (2022). Towards an Open Translation Environment for Supporting Translators in the Materials Domain. In E. M. Sanfilippo, M.-H. Karray, D. Kyritsis, & A. Sarkar (Eds.), Proceedings of the 12th International Workshop on Formal Ontologies meet Industry (FOMI 2022). http://hdl.handle.net/20.500.12708/190044
  • 3rd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2022) / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (2022). 3rd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2022). In SIGIR ’22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 3474–3477). Association for Computing Machinery. https://doi.org/10.1145/3477495.3531702
    Project: DoSSIER (2019–2024)
  • Proceedings of the 3rd Workshop on Patent Text Mining and Semantic Technologies / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (Eds.). (2022). Proceedings of the 3rd Workshop on Patent Text Mining and Semantic Technologies. https://doi.org/10.34726/3550
    Download: PDF (3.92 MB)
    Project: DoSSIER (2019–2024)
  • Influence of Brush Positioning on Separately Excited DC Motor Operation / Spunei, E., Piroi, I., & Piroi, F. (2022). Influence of Brush Positioning on Separately Excited DC Motor Operation. In 2022 International Conference and Exposition on Electrical And Power Engineering (EPE) (pp. 051–056). https://doi.org/10.1109/EPE56121.2022.9959875
  • Enabling Exploratory Search on Manufacturing Knowledge Graphs / Haller, K., Ekaputra, F. J., Sabou, M., & Piroi, F. (2022). Enabling Exploratory Search on Manufacturing Knowledge Graphs. In B. Fu, P. Lambrix, & C. Pesquita (Eds.), Proceedings of the Seventh International Workshop on the Visualization and Interaction for Ontologies and Linked Data co-located with the 21st International Semantic Web Conference (ISWC 2022) (pp. 16–28). http://hdl.handle.net/20.500.12708/190023

2021

  • Experimental IR Meets Multilinguality, Multimodality, and Interaction / K. Selcuk Candan, Ionescu, B., Goeuriot, L., Larsen, B., Müller, H., Joly, A., Maistro, M., Piroi, F., Faggioli, G., & Ferro, N. (Eds.). (2021). Experimental IR Meets Multilinguality, Multimodality, and Interaction (Vol. 12880). https://doi.org/10.1007/978-3-030-85251-1
    Project: DoSSIER (2019–2024)
  • 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021) / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (2021). 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021). In F. Diaz, C. Shah, & T. Suel (Eds.), Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 2693–2696). https://doi.org/10.1145/3404835.3462816
    Project: DoSSIER (2019–2024)
  • Data Augmentation for Layperson’s Medical Entity Linking Task / Ningtyas, A. M., Piroi, F., Andersson, L., & Hanbury, A. (2021). Data Augmentation for Layperson’s Medical Entity Linking Task. In FIRE ’21: Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation (pp. 99–106). https://doi.org/10.1145/3503162.3503172
  • TUW-IFS at TREC NEWS 2020 Wikification Task / Ningtyas, A. M., El-Ebshihy, A., Piroi, F., Andersson, L., & Hanbury, A. (2021). TUW-IFS at TREC NEWS 2020 Wikification Task. In The Twenty-Ninth Text REtrieval Conference (TREC 2020) Proceedings (pp. 1–10). NIST. http://hdl.handle.net/20.500.12708/58735

2020

  • ARTU / TU Wien and Artificial Researcher@ LongSumm 20 / El-Ebshihy, A., Ningtyas, A. M., Andersson, L., Piroi, F., & Rauber, A. (2020). ARTU / TU Wien and Artificial Researcher@ LongSumm 20. In Proceedings of the First Workshop on Scholarly Document Processing. The Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.sdp-1.36

2019

2017

2015

2014

  • Extracting Nanopublications from IR Papers / Lipani, A., Piroi, F., Andersson, L., & Hanbury, A. (2014). Extracting Nanopublications from IR Papers. In Multidisciplinary Information Retrieval 7th Information Retrieval Facility Conference, IRFC 2014, Copenhagen, Denmark, November 10-12, 2014, Proceedings (pp. 53–62). Springer. https://doi.org/10.1007/978-3-319-12979-2_5
  • An Information Retrieval Ontology for Information Retrieval Nanopublications / Lipani, A., Piroi, F., Andersson, L., & Hanbury, A. (2014). An Information Retrieval Ontology for Information Retrieval Nanopublications. In Information Access Evaluation -- Multilinguality, Multimodality, and Interaction 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 15-18, 2014, Proceedings (pp. 44–49). Springer Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-319-11382-1_5
  • A Glimpse into the State and Future of (Big) Data Analytics in Austria / Bierig, R., Hanbury, A., Haas, M., Piroi, F., Berger, H., Lupu, M., & Dittenbach, M. (2014). A Glimpse into the State and Future of (Big) Data Analytics in Austria. In M. Helfert, A. Holzinger, O. Belo, & C. Francalanci (Eds.), Proceedings of 3rd International Conference on Data Management Technologies and Applications (pp. 178–188). ScitePress. https://doi.org/10.5220/0004999101780188
  • Insight to Hyponymy Lexical Relation Extraction in the Patent Genre Versus Other Text Genres / Andersson, L., Lupu, M., Palotti, J., Piroi, F., Hanbury, A., & Rauber, A. (2014). Insight to Hyponymy Lexical Relation Extraction in the Patent Genre Versus Other Text Genres. In Patent Mining and Its Applications. First International Workshop on Patent Mining and Its Applications (IPaMin 2014), Hildesheim, Germany, EU. CEUR Workshop Proceedings. http://hdl.handle.net/20.500.12708/55377
  • Experimental measurements of the rotor oscillations in an synchronous generator during the three-phased sudden short-circuit test / Piroi, I., Spunei, E., & Piroi, F. (2014). Experimental measurements of the rotor oscillations in an synchronous generator during the three-phased sudden short-circuit test. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972637
  • ABS failure diagnosis charts for a blocked CL / Spunei, E., Piroi, I., Muscai, C., & Piroi, F. (2014). ABS failure diagnosis charts for a blocked CL. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972679
  • Diagnosis charts for regular inversion failures of an Automatic Block Signal Installation / Piroi, I., Spunei, E., Muscai, C., & Piroi, F. (2014). Diagnosis charts for regular inversion failures of an Automatic Block Signal Installation. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972681
  • Automatic block signaling installation failure diagnosis with LCOBla / Spunei, E., Piroi, I., Muscai, C., & Piroi, F. (2014). Automatic block signaling installation failure diagnosis with LCOBla. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972680

2013

  • Overview of CLEF-IP 2013 Lab - Information Retrieval in the Patent Domain. / Piroi, F., Lupu, M., & Hanbury, A. (2013). Overview of CLEF-IP 2013 Lab - Information Retrieval in the Patent Domain. In Information Access Evaluation. Multilinguality, Multimodality, and Visualization 4th International Conference of the CLEF Initiative, CLEF 2013, Valencia, Spain, September 23-26, 2013. Proceedings (pp. 232–249). Springer. https://doi.org/10.1007/978-3-642-40802-1_25
    Project: PROMISE (2011–2013)
  • Evaluating Flowchart Recognition for Patent Retrieval / Lupu, M., Piroi, F., & Hanbury, A. (2013). Evaluating Flowchart Recognition for Patent Retrieval. In The Fifth International Workshop on Evaluating Information Access. The Fifth International Workshop on Evaluating Information Access, Tokyo, Japan, Non-EU. http://hdl.handle.net/20.500.12708/54624
  • Research on Decreasing the Cost Price for the Synchronous Hydrogenerator / Spunei, E., Padeanu, L., Piroi, F., Piroi, I., & Liuba, G. (2013). Research on Decreasing the Cost Price for the Synchronous Hydrogenerator. Buletinul AGIR, 3, 163–168. http://hdl.handle.net/20.500.12708/156321

2012

  • Patent images - a glass-encased tool / Lupu, M., Mörzinger, R., Schleser, T., Schuster, R., Piroi, F., & Hanbury, A. (2012). Patent images - a glass-encased tool. In Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies - i-KNOW ’12. ACM. https://doi.org/10.1145/2362456.2362477
  • Effects of Language and Topic Size in Patent IR: An Empirical Study / Piroi, F., Lupu, M., & Hanbury, A. (2012). Effects of Language and Topic Size in Patent IR: An Empirical Study. In Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics (pp. 54–66). Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-642-33247-0_7
    Projects: IMPEx (2012–2015) / PROMISE (2011–2013)

2010