Publications

This list includes all the publications which were created in the context of the NewsEye project.

Book Chapters

 

  1. Marjanen, J. (2021). National Sentiment: Nation Building and Emotional Language in Nineteenth-Century Finland. In V. Kivimäki, S. Suodenjoki, & T. Vahtikari (Eds.), Lived Nation as the History of Experiences and Emotions in Finland, 1800-2000 (pp. 61–83). Springer International Publishing. https://doi.org/10.1007/978-3-030-69882-9_3
  2. Oberbichler S. & Pfanzelter E., Tracing Discourses in Digital Newspaper Collections: A Contribution to Digital Hermeneutics while Investigating 'Return Migration' in Historical Press Coverage, in: Digitised Newspapers – A New Eldorado for Historians? Tools, Methodology, Epistemology, and the Changing Practices of Writing History in the Context of Historical Newspapers Mass Digitization, De Gruyter Oldenbourg, 2022.
  3. Gasteiner M. & Enderlin A., Crossing or Intersecting the Emperor’s Desk with digitized Newspaper Data: Entity-source-networks in the late Habsburg Empire, in: Digitised Newspapers – A New Eldorado for Historians? Tools, Methodology, Epistemology, and the Changing Practices of Writing History in the Context of Historical Newspapers Mass Digitization, De Gruyter Oldenbourg, 2022.

Journal Articles

 

  1. Hengchen, S., Ros, R., Marjanen, J., & Tolonen, M. (2021). A data-driven approach to studying changing vocabularies in historical newspaper collections. Digital Scholarship in the Humanities, 36(Supplement_2), ii109–ii126. https://doi.org/10.1093/llc/fqab032
  2. Linhares Pontes, E., Cabrera-Diego, L. A., Moreno, J. G., Boros, E., Hamdi, A., Doucet, A., Sidere, N., & Coustaty, M. (2021). MELHISSA: A multilingual entity linking architecture for historical press articles. International Journal on Digital Libraries. https://doi.org/10.1007/s00799-021-00319-6
  3. Linhares Pontes, E., Huet, S., Torres Moreno, J. M., Silva, T. G. da, & Linhares, A. C. (2020). A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. Computación y Sistemas, 24(2). https://doi.org/10.13053/cys-24-2-3335
  4. Marjanen, J., Kurunmäki, J., Pivovarova, L., & Zosa, E. (2020). The expansion of isms, 1820-1917: Data-driven analysis of political language in digitized newspaper collections. Journal of Data Mining & Digital Humanities, HistoInformatics, 6159. https://doi.org/10.46298/jdmdh.6159
  5. Marjanen, J., Vaara, V., Kanner, A., Roivainen, H., Mäkelä, E., Lahti, L., & Tolonen, M. (2019). A National Public Sphere? Analyzing the Language, Location, and Form of Newspapers in Finland, 1771–1917. Journal of European Periodical Studies, 4(1), 54–77. https://doi.org/10.21825/jeps.v4i1.10483
  6. Nguyen, T. T. H., Jatowt, A., Coustaty, M., & Doucet, A. (2021). Survey of Post-OCR Processing Approaches. ACM Computing Surveys, 54(6), 1–37. https://doi.org/10.1145/3453476
  7. Oberbichler, S., Boroş, E., Doucet, A., Marjanen, J., Pfanzelter, E., Rautiainen, J., Toivonen, H., & Tolonen, M. (2022). Integrated interdisciplinary workflows for research on historical newspapers: Perspectives from humanities scholars, computer scientists, and librarians. Journal of the Association for Information Science and Technology, 73(2), 225–239. https://doi.org/10.1002/asi.24565
  8. Oberbichler, S., Hechl, S., & Pfanzelter, E. (2020). Als eine andere Epidemie die Welt in Atem hielt: Die Spanische Grippe 1918/19 in der österreichischen Presse. Tiroler Chronist - Fachblatt von Und Für Chronisten in Nord-, Süd- Und Osttirol, 154, 15–22.
  9. Oberbichler, S., & Pfanzelter, E. (n.d.). Topic-specific corpus building: A step towards a representative newspaper corpus on the topic of return migration using text mining methods. Journal of Digital History Journal, jdh001. https://journalofdigitalhistory.org/en/article/4yxHGiqXYRbX
  10. Pfanzelter, E., Oberbichler, S., Marjanen, J., Langlais, P.-C., & Hechl, S. (2021). Digital interfaces of historical newspapers: Opportunities, restrictions and recommendations. Journal of Data Mining & Digital Humanities, HistoInformatics(HistoInformatics), 6121. https://doi.org/10.46298/jdmdh.6121

Conference Papers

 

  1. Alhalaseh, R., Munezero, M., Leinonen, M., Leppänen, L., Avikainen, J., & Toivonen, H. (2018). Towards Data-Driven Generation of Visualizations for Automatically Generated News Articles. Proceedings of the 22nd International Academic Mindtrek Conference, 100–109. https://doi.org/10.1145/3275116.3275131
  2. Bernard, Guillaume, Suire, Cyrille, Faucher, Cyril, & Doucet, Antoine. (2022a). A Comprehensive Extraction of Relevant Real-World-Event Qualifiers for Semantic Search Engines. Linking Theory and Practice of Digital Libraries, 12866, 153–164. https://doi.org/10.5281/ZENODO.5900757
  3. Bernard, Guillaume, Suire, Cyrille, Faucher, Cyril, & Doucet, Antoine. (2022b). Event Related Document Retrieval with Multilingual Real World Event Representation. Proceedings of the 20th International Semantic Web Conference, 2980.            https://doi.org/10.5281/ZENODO.5900742
  4. Boros, E., Hamdi, A., Linhares Pontes, E., Cabrera-Diego, L. A., Moreno, J. G., Sidere, N., & Doucet, A. (2020). Alleviating Digitization Errors in Named Entity Recognition for Historical Documents. Proceedings of the 24th Conference on Computational Natural Language Learning, 431–441. https://doi.org/10.18653/v1/2020.conll-1.35
  5. Boros, E., Hamdi, A., Pontes, E. L., Cabrera-Diego, L. A., Moreno, J. G., Sidère, N., & Doucet, A. (2021, April 15). Atténuer les erreurs de numérisation dans la reconnaissance d’entités nommées pour les documents historiques. Conférence en Recherche d’Informations et Applications - CORIA 2021, French Information Retrieval Conference, Grenoble, France. https://doi.org/10.24348/CORIA.2021.MINI_24
  6. Boros, E., Moreno, J. G., & Doucet, A. (2021a, December 14). Exploring Entities in Event Detection as Question Answering. Proceedings of the 44th European Conference on Information Retrieval. 44th European Conference on Information Retrieval, Stavanger, Norway.
  7. Boros, E., Moreno, J. G., & Doucet, A. (2021b). Event Detection with Entity Markers. In D. Hiemstra, M.-F. Moens, J. Mothe, R. Perego, M. Potthast, & F. Sebastiani (Eds.), Proceedings of the 43rd European Conference on Information Retrieval (ECIR) (ECIR 2021) (Vol. 12657, pp. 233–240). Springer International Publishing. https://doi.org/10.1007/978-3-030-72240-1_20
  8. Boros, Emanuela, & Doucet, Antoine. (2021, January 1). Transformer-based Methods for Recognizing Ultra Fine-grained Entities (RUFES). TAC 2020 Workshop, Online. https://doi.org/10.5281/ZENODO.4555778
  9. Boros, Emanuela, Linhares Pontes, Elvys, Cabrera-Diego, Luis Adrián, Hamdi, Ahmed, Moreno, Jose G., Sidère, Nicolas, & Doucet, Antoine. (2020). Robust Named Entity Recognition and Linking on Historical Multilingual Documents. Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, 2696, 1–17. https://doi.org/10.5281/ZENODO.4059652
  10. Cabrera-Diego, Luis Adrián, Moreno, Jose G., & Doucet, Antoine. (2021a, April 12). Simple ways to improve NER in every language using markup. Proceedings of the 2nd International Workshop on Cross-Lingual Event-Centric Open Analytics Co-Located with the 30th The Web Conference (WWW 2021). 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021), Ljubljana, Slovenia. https://doi.org/10.5281/ZENODO.4680998
  11. Cabrera-Diego, Luis Adrián, Moreno, Jose G., & Doucet, Antoine. (2021b). Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems. Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing, 98–104. https://doi.org/10.5281/ZENODO.4730478
  12. Doucet, Antoine, Gasteiner, Martin, Granroth-Wilding, Mark, Kaiser, Max, Kaukonen, Minna, Labahn, Roger, Moreux, Jean-Philippe, Muehlberger, Guenter, Pfanzelter, Eva, Therenty, Marie-Eve, Toivonen, Hannu, & Tolonen, Mikko. (2020, July 23). NewsEye: A digital investigator for historical newspapers. 15th Annual International Conference of the Alliance of Digital Humanities Organizations, DH 2020, Ottawa, Canada. https://doi.org/10.5281/ZENODO.3895269
  13. Duong, Quan, Hämäläinen, Mika, & Hengchen, Simon. (2020). An Unsupervised method for OCR Post-Correction and Spelling Normalisation for Finnish. Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa), 240–248. https://doi.org/10.5281/ZENODO.4242890
  14. Duong, Quan, Pivovarova, Lidia, & Zosa, Elaine. (2021). Benchmarks for Unsupervised Discourse Change Detection. Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021), 2981. https://doi.org/10.5281/ZENODO.5548067
  15. Frossard, E., Coustaty, M., Doucet, A., Jatowt, A., & Hengchen, S. (2020). Dataset for Temporal Analysis of English-French Cognates. Proceedings of the 12th Language Resources and Evaluation Conference, 855–859. https://doi.org/10.5281/ZENODO.3693651
  16. Gutehrlé, Nicolas, Harlamov, Oleg, Karimi, Farimah, Wei, Haoyu, Jean-Caurant, Axel, & Pivovarova, Lidia. (2021, September 30). SpaceWars: A Web Interface for Exploring the Spatio-temporal Dimensions of WWI Newspaper Reporting. Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021). 6th International Workshop on Computational History, Aachen, Germany. https://doi.org/10.5281/ZENODO.5566462
  17. Hamdi, A., Carel, E., Joseph, A., Coustaty, M., & Doucet, A. (2021). Information Extraction from Invoices. In J. Lladós, D. Lopresti, & S. Uchida (Eds.), Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021) (Vol. 12822, pp. 699–714). Springer International Publishing. https://doi.org/10.1007/978-3-030-86331-9_45
  18. Hamdi, A., Jean-Caurant, A., Sidere, N., Coustaty, M., & Doucet, A. (2019). An Analysis of the Performance of Named Entity Recognition over OCRed Documents. 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 333–334. https://doi.org/10.1109/JCDL.2019.00057
  19. Hamdi, A., Jean-Caurant, A., Sidère, N., Coustaty, M., & Doucet, A. (2020). Assessing and Minimizing the Impact of OCR Quality on Named Entity Recognition. In M. Hall, T. Merčun, T. Risse, & F. Duchateau (Eds.), Proceedings of the 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020 (Vol. 12246, pp. 87–101). Springer International Publishing. https://doi.org/10.1007/978-3-030-54956-5_7
  20. Hamdi, A., Linhares Pontes, E., Boros, E., Nguyen, T. T. H., Hackl, G., Moreno, J. G., & Doucet, A. (2021). A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2328–2334. https://doi.org/10.1145/3404835.3463255
  21. Huynh, V.-N., Hamdi, A., & Doucet, A. (2020). When to Use OCR Post-correction for Named Entity Recognition? In E. Ishita, N. L. S. Pang, & L. Zhou (Eds.), Proceedings of the 14. International Conference on Data Analytics in Logistics (ICDAL 2020) (Vol. 12504, pp. 33–42). Springer International Publishing. https://doi.org/10.1007/978-3-030-64452-9_3
  22. Kettunen, K., & La Mela, M. (2020). Digging Deeper into the Finnish Parliamentary Protocols – Using a Lexical Semantic Tagger for Studying Meaning Change of Everyman’s Rights (allemansrätten). Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 63–80. https://doi.org/10.5281/ZENODO.3676371
  23. Klaus, Barbara. (2020). Can Umlauts Ruin Your Research in Digitized Newspaper Collections? A NewsEye Case Study on “The Dark Sides of War” (1914–1918). Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2612, 267–274. https://doi.org/10.5281/ZENODO.4686731
  24. Kutuzov, A., & Pivovarova, L. (2021). Three-part diachronic semantic change dataset for Russian. Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021, 7–13. https://doi.org/10.18653/v1/2021.lchange-1.2
  25. Leppänen, Leo, & Toivonen, Hannu. (2021). A Baseline Document Planning Method for Automated Journalism. Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa), 101–111. https://doi.org/10.5281/ZENODO.5562428
  26. Linhares Pontes, E., Cabrera-Diego, L. A., Moreno, J. G., Boros, E., Hamdi, A., Sidère, N., Coustaty, M., & Doucet, A. (2020). Entity Linking for Historical Documents: Challenges and Solutions. In E. Ishita, N. L. S. Pang, & L. Zhou (Eds.), Proceedings of the 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020) (Vol. 12504, pp. 215–231). Springer International Publishing. https://doi.org/10.1007/978-3-030-64452-9_19
  27. Linhares Pontes, E., Hamdi, A., Sidere, N., & Doucet, A. (2019). Impact of OCR Quality on Named Entity Linking. In A. Jatowt, A. Maeda, & S. Y. Syn (Eds.), Digital Libraries at the Crossroads of Digital Information for the Future (Vol. 11853, pp. 102–115). Springer International Publishing. https://doi.org/10.1007/978-3-030-34058-2_11
  28. Linhares Pontes, E., Moreno, J. G., & Doucet, A. (2020). Linking Named Entities across Languages using Multilingual Word Embeddings. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 329–332. https://doi.org/10.1145/3383583.3398597
  29. Marjanen, Jani, Pivovarova, Lidia, Zosa, Elaine, & Kurunmäki, Jussi. (2019). Clustering Ideological Terms in Historical Newspaper Data with Diachronic Word Embeddings. HistoInformatics 2019 : International Workshop on Computational History 2019 : The 5th International Workshop on Computational History (HistoInformatics 2019) : Co-Located with the 23rd International Conference on Theory and Practice of Digital Libraries (TPDL 2019), 21–29. https://doi.org/10.5281/ZENODO.3689466
  30. Marjanen, Jani, Zosa, Elaine, Hengchen, Simon, Pivovarova, Lidia, & Tolonen, Mikko. (2021). Topic modelling discourse dynamics in historical newspapers. Proceedings of the 5th Conference Digital Humanities in the Nordic Countries (DHN 2020), 63–77. https://doi.org/10.5281/ZENODO.5648114
  31. Martinc, M., Montariol, S., Zosa, E., & Pivovarova, L. (2020). Capturing Evolution in Word Usage: Just Add More Clusters? Companion Proceedings of the Web Conference 2020, 343–349. https://doi.org/10.1145/3366424.3382186
  32. Michael, J., Labahn, R., Gruning, T., & Zollner, J. (2019). Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. 2019 International Conference on Document Analysis and Recognition (ICDAR), 1286–1293. https://doi.org/10.1109/ICDAR.2019.00208
  33. Michael, J., Weidemann, M., Laasch, B., & Labahn, R. (2021). ICPR 2020 Competition on Text Block Segmentation on a NewsEye Dataset. In A. Del Bimbo, R. Cucchiara, S. Sclaroff, G. M. Farinella, T. Mei, M. Bertini, H. J. Escalante, & R. Vezzani (Eds.), Pattern Recognition. ICPR International Workshops and Challenges (Vol. 12668, pp. 405–418). Springer International Publishing. https://doi.org/10.1007/978-3-030-68793-9_30
  34. Montariol, S., Martinc, M., & Pivovarova, L. (2021). Scalable and Interpretable Semantic Change Detection. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 4642–4652. https://doi.org/10.18653/v1/2021.naacl-main.369
  35. Mutuvi, S., Boros, E., Doucet, A., Jatowt, A., Lejeune, G., & Odeo, M. (2020). Multilingual Epidemiological Text Classification: A Comparative Study. Proceedings of the 28th International Conference on Computational Linguistics, 6172–6183. https://doi.org/10.18653/v1/2020.coling-main.543
  36. Mutuvi, S., Boros, E., Doucet, A., Lejeune, G., Jatowt, A., & Odeo, M. (2021a, April 15). Étude comparative de méthodes de classification multilingue appliquées à l’épidémiologie. COnférence en Recherche d’Informations et Applications - CORIA 2021, French Information Retrieval Conference, Grenoble, France. https://doi.org/10.5281/ZENODO.4734471
  37. Mutuvi, S., Boros, E., Doucet, A., Lejeune, G., Jatowt, A., & Odeo, M. (2021b). Multilingual Epidemic Event Extraction. In H.-R. Ke, C. S. Lee, & K. Sugiyama (Eds.), Proceedings of the 23rd International Conference on Asian Digital Libraries (Vol. 13133, pp. 139–156). Springer International Publishing. https://doi.org/10.1007/978-3-030-91669-5_12
  38. Mutuvi, S., Boros, E., Doucet, A., Lejeune, G., Jatowt, A., & Odeo, M. (2021c). Token-Level Multilingual Epidemic Dataset for Event Extraction. In G. Berget, M. M. Hall, D. Brenn, & S. Kumpulainen (Eds.), Proceedings of the 25th International Conference on Theory and Practice of Digital Libraries (Vol. 12866, pp. 55–59). Springer International Publishing. https://doi.org/10.1007/978-3-030-86324-1_6
  39. Mutuvi, S., Doucet, A., Lejeune, G., & Odeo, M. (2020). A Dataset for Multi-lingual Epidemiological Event Extraction. Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 4139–4144. https://doi.org/10.5281/ZENODO.3693647
  40. Mutuvi, S., Doucet, A., Odeo, M., & Jatowt, A. (2018). Evaluating the Impact of OCR Errors on Topic Modeling. In M. Dobreva, A. Hinze, & M. Žumer (Eds.), Proceedings of the 20th International Conference on Asia-Pacific Digital Libraries (Vol. 11279, pp. 3–14). Springer International Publishing. https://doi.org/10.1007/978-3-030-04257-8_1
  41. Nguyen, N. K., Boroş, E., Lejeune, G., & Doucet, A. (2020). Impact Analysis of Document Digitization on Event Extraction. Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020), 2735, 17–28. https://doi.org/10.5281/ZENODO.4734268
  42. Nguyen, N. K., Boros, E., Lejeune, G., Doucet, A., & Delahaut, T. (2021). L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese Transformers. Companion Proceedings of the Web Conference 2021, 302–306. https://doi.org/10.1145/3442442.3451384
  43. Nguyen, T. T. H., Jatowt, A., Nguyen, N.-V., Coustaty, M., & Doucet, A. (2020). Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 333–336. https://doi.org/10.1145/3383583.3398605
  44. Nguyen, T.-T.-H., Coustaty, M., Doucet, A., Jatowt, A., & Nguyen, N.-V. (2018). Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. In M. Dobreva, A. Hinze, & M. Žumer (Eds.), Proceesings of the 20th International Conference on Asia-Pacific Digital Libraries (Vol. 11279, pp. 278–289). Springer International Publishing. https://doi.org/10.1007/978-3-030-04257-8_29
  45. Nguyen, T.-T.-H., Jatowt, A., Coustaty, M., Nguyen, N.-V., & Doucet, A. (2019a). Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 29–38. https://doi.org/10.1109/JCDL.2019.00015
  46. Nguyen, T.-T.-H., Jatowt, A., Coustaty, M., Nguyen, N.-V., & Doucet, A. (2019b). Post-OCR Error Detection by Generating Plausible Candidates. 2019 International Conference on Document Analysis and Recognition (ICDAR), 876–881. https://doi.org/10.1109/ICDAR.2019.00145
  47. Piskorski, Jakub, Babych, Bogdan, Kancheva, Zara, Kanishcheva, Olga, Lebedeva, Maria, Marcinczuk, Michał, Nakov, Preslav, Osenova, Petya, Pivovarova, Lidia, Pollak, Senja, Pribá, Pavel, Radev, Ivaylo, Robnik-Šikonja, Marko, Starko, Vasyl, Steinberger, Josef, & Yangarber, Roman. (2021). Slav-NER: The 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages. Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing, 122–133. https://doi.org/10.5281/ZENODO.4635585
  48. Pivovarova, L., Jean-Caurant, A., Avikainen, J., Alnajjar, K., Granroth-Wilding, M., Leppänen, L., Zosa, E., & Toivonen, H. (2020). Personal Research Assistant for Online Exploration of Historical News. In J. M. Jose, E. Yilmaz, J. Magalhães, P. Castells, N. Ferro, M. J. Silva, & F. Martins (Eds.), Proceedings of the 42nd European Conference on IR Research (Vol. 12036, pp. 481–485). Springer International Publishing. https://doi.org/10.1007/978-3-030-45442-5_62
  49. Pivovarova, Lidia, & Zosa, Elaine. (2022, January 25). Visual Topic Modelling for NewsImage Task at MediaEval 2021. Working Notes Proceedings of the MediaEval 2021 Workshop. MediaEval 2021 Workshop. https://doi.org/10.5281/ZENODO.5900719
  50. Rautiainen, J. (2019, July 15). Opening Digitized Newspapers for Different User Groups—Successes and Challenges. IFLA World Library and Information Congress 2019, Athens, Greece. https://doi.org/10.5281/ZENODO.3403158
  51. Rigaud, C., Doucet, A., Coustaty, M., & Moreux, J.-P. (2019). ICDAR 2019 Competition on Post-OCR Text Correction. 2019 International Conference on Document Analysis and Recognition (ICDAR), 1588–1593. https://doi.org/10.1109/ICDAR.2019.00255
  52. Ros, R., & Oberbichler, S. (2020). The Helsinki Digital Humanities Hackathon: Two Perspectives on Multidisciplinary Historical Newspapers Research in a Hackathon Context. Proceedings of the Twin Talks 2 and 3 Workshops at DHN 2020 and DH 2020, 66–74. https://doi.org/10.5281/ZENODO.3689228
  53. Sumikawa, Y., Jatowt, A., Doucet, A., & Moreux, J.-P. (2019). Large Scale Analysis of Semantic and Temporal Aspects in Cultural Heritage Collection’s Search. 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 77–86. https://doi.org/10.1109/JCDL.2019.00021
  54. University of Helsinki, Finland, Pivovarova, L., Marjanen, J., & Zosa, E. (2019). Word Clustering for Historical Newspapers Analysis. Proceedings of the Workshop on Language Technology for Digital Historical Archives - with a Special Focus on Central-, (South-)Eastern Europe, Middle East and North Africa, 3–10. https://doi.org/10.26615/978-954-452-059-5_002
  55. Zosa, E., Granroth- Wilding, M., & Pivovarova, L. (2020). A Comparison of Unsupervised Methods for Ad hoc Cross-Lingual Document Retrieval. Proceedings of the Workshop on Cross-Language Search and Summarization of Text and Speech (CLSSTS2020), 32–37. https://doi.org/10.5281/ZENODO.3751036
  56. Zosa, E., & Granroth-Wilding, M. (2019). Multilingual Dynamic Topic Model. Proceedings - Natural Language Processing in a Deep Learning World, 1388–1396. https://doi.org/10.26615/978-954-452-056-4_159
  57. Zosa, Elaine, Hengchen, Simon, Marjanen, Jani, Pivovarova, Lidia, & Tolonen, Mikko. (2020, March 1). Disappearing Discourses: Avoiding anachronisms and teleology with data-driven methods in studying digital newspaper collections. DHN 2020. https://doi.org/10.5281/ZENODO.3631613
  58. Zosa, Elaine, Mutuvi, Stephen, Granroth-Wilding, Mark, & Doucet, Antoine. (2022, January 25). Evaluating the Robustness of Embedding-Based Topic Models to OCR Noise. Proceedings of the 23rd International Conference on Asian Digital Libraries 2021. 23rd International Conference on Asian Digital Libraries 2021, Online. https://doi.org/10.5281/ZENODO.5900730
  59. Zosa, Elaine, Shekhar, Ravi, Karan, Mladen, & Purver, Matthew. (2021). Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 1652–1662. https://doi.org/10.5281/ZENODO.5562465
  60. Boros, Emanuela; Khoa Nguyen, Nhu; Lejeune, Gaël; Coustaty, Mickael; Doucet, Antoine (2021). Transformer-based Methods with #Entities for Detecting Emergency Events on Social Media. TREC Incident Streams 2021. https://zenodo.org/record/6334513#.YjyMflXMKU
  61. Cabrera-Diego, Luis Adrián; Boros, Emanuela; Doucet, Antoine (2021). Elastic Embedded Background Linking for News Articles with Keywords, Entities and Events. TREC Incident Streams 2021. zenodo.org/record/6334523
  62. Zosa, Elaine, Pivovarova, Lidia, Boggia, Michele & Ivanova, Sardana (2022). Multilingual Topic Labelling of News Topics using Ontological Mapping. 44th European Conference on Information Retrieval (ECIR 2022). https://zenodo.org/record/6334491#.YiX86Gdv7z8
  63. Emanuela Boros; Carlos-Emiliano Gonzalez-Gallardo; Jose G. Moreno; Antoine Doucet (2022). L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition. https://zenodo.org/record/6369947#.YjyN1lXMKUk
  64. Elaine Zosa; Emanuela Boros; Boshko Koloski; Lidia Pivovarova (2022). EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity. zenodo.org/record/6369944

Datasets

 

  1. Bernard, G., Doucet, A., Faucher, C., & Suire, C. (2021). Event representation on Wikidata and Wikipedia with, and without the analysis of vernacular languages (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4733507
  2. Frossard, E., Coustaty, M., Doucet, A., Jatowt, A., & Hengchen, S. (2020). Data for “Dataset for Temporal Analysis of English-French Cognates” [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3688086
  3. Hamdi, A., Elvys Linhares Pontes, Boros, E., Nguyen, T. T. H., Hackl, G., Moreno, J. G., & Doucet, A. (2021). Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers (V1.0) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4573312
  4. Hamdi, Ahmed, Jean-Caurant, Axel, Sidere, Nicolas, Coustaty, Mickaël, & Doucet, Antoine. (2020). Benchmark for the evaluation of named entity recognition over ancient documents [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3877553
  5. Hengchen, Simon, Ros, Ruben, Marjanen, Jani, & Tolonen, Mikko. (2019). Models for “A data-driven approach to studying changing vocabularies in historical newspaper collections” (1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3585027
  6. Linhares Pontes, E., Hamdi, A., Sidere, N., & Doucet, A. (2019). Benchmark for the evaluation of Named Entity Linking over ancient documents (0.1) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3490332
  7. Michael, Johannes, Weidemann, Max, Laasch, Bastian, & Labahn, Roger. (2020). Dataset of ICPR 2020 Competition on Text Block Segmentation on a NewsEye Dataset (1.0) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4943581
  8. Muehlberger, G., & Guenter Hackl. (2019). NewsEye / READ OCR training dataset from Austrian Newspapers (19th C.) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3387368
  9. Muehlberger, Guenter, & Hackl, Guenter. (2020). NewsEye / READ OCR training dataset from French Newspapers (18th, 19th, early 20th C.) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4293601
  10. Muehlberger, Guenter, & Hackl, Guenter. (2021a). NewsEye / READ OCR training dataset from Finnish Newspapers (18th, 19th, early 20th C.) (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4599471
  11. Muehlberger, Guenter, & Hackl, Guenter. (2021b). NewsEye / READ OCR training dataset from Swedish Newspapers (18th, 19th, early 20th C.) (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4599623
  12. Muehlberger, Guenter, & Hackl, Guenter. (2021c). NewsEye / READ AS training dataset from Austrian Newspapers (19th, early 20th C.) (Version 2) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4693412
  13. Muehlberger, Guenter, & Hackl, Guenter. (2021d). NewsEye / READ AS training dataset from French Newspapers (19th, early 20th C.) (Version 3) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4600635
  14. Muehlberger, Günter, & Hackl, Günter. (2021). NewsEye / READ AS training dataset from Finnish Newspapers (19th C.) (Version 2) [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.4600745
  15. Mutuvi, S., Doucet, A., Lejeune, G., & Odeo, M. (2020). Data for “A Dataset for Multi-lingual Epidemiological Event Extraction” [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3709616
  16. Rigaud, C., Doucet, A., Coustaty, M., & Moreux, J.-P. (2019). Dataset of ICDAR 2019 Competition on Post-OCR Text Correction [Data set]. Zenodo. https://doi.org/10.5281/ZENODO.3515402

Theses

 

  1. Avikainen, J. (2019). A Method for Wavelet-Based Time Series Analysis of Historical Newspapers [University of Helsinki]. https://zenodo.org/record/3628263
  2. Hechl, Stefan Patrick. (2021). “Wir dürfen wieder Österreicher sein!” Die Rolle der Tagespresse in österreichischen Nation-Building-Prozessen 1945–1948 – eine quantitative Analyse ausgewählter digitaler Zeitungskorpora samt Vorschlägen zur didaktischen Umsetzung [Universität Innsbruck]. https://zenodo.org/record/4468295
  3. Laasch, B. M. (2018). Wortvektoren [Universität Rostock]. http://rosdok.uni-rostock.de/resolve/id/rosdok_thesis_0000000023

Others

 

  1. Hamdi, A., Elvys Linhares Pontes, & Doucet, A. (2021). Annotation Guidelines for Named Entity Recognition, Entity Linking and Stance Detection (v3.1). Zenodo. https://zenodo.org/record/4574198
  2. Kanner, Antti, Mäkelä, Eetu, Marjanen, Jani, Tolonen, Mikko, Oberbichler, Sarah, Duong, Quan, Pivovarova, Lidia, Ali, Dilawar, Verstockt, Steven, Ollion, Étienne, Shen, Rubing, Arnold, Matthias, Brown, David, Adam, Raven, Balasubramanian, Saranya, Charvat, Vera Maria, Füllsack, Manfred, Kleinert, Jörn, Misera, Hanna, … Lomazow, Steven. (2021). The Book of Abstracts for What’s Past is Prologue: The NewsEye International Conference. Zenodo. https://doi.org/10.5281/ZENODO.5167375
  3. L’intelligence artificielle à la BnF. (2022). BnF. http://chroniques.bnf.fr/pdf/Chroniques_93.pdf
  4. NewsEye Consortium, Hunter, Tonica, & Chambers, Sally. (2020). NewsEye Policy Brief. Zenodo. https://zenodo.org/record/4291894
  5. Oberbichler, S. (2020). Using LDA and Jensen-Shannon Distance (JSD) to group similar newspaper articles (v1.0). Zenodo. https://zenodo.org/record/3876063
  6. Oberbichler, S., Pfanzelter, E., Hechl, S., & Marjanen, J. (2020, October 16). Doing historical research with digital newspapers – perspectives of DH scholars. Europeana, 16. https://pro.europeana.eu/page/issue-16-newspapers#doing-historical-research-with-digital-newspapers
  7. Omari, N., & Doucet, A. (2020, May 13). Covid-19 et grippe espagnole: Quand la presse du XXe siècle rappelle celle de 2020. The Conversation. https://theconversation.com/covid-19-et-grippe-espagnole-quand-la-presse-du-xx-siecle-rappelle-celle-de-2020-137035
  8. Pivovarova, L., Zosa, E., & MArjanen, J. (2019). Embeddings built on 19th century newspapers from Finland. Zenodo. https://zenodo.org/record/3557480