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Research

Professor Paul Rayson

Professor of Natural Language Processing

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  1. 2024
  2. Published

    Improving shared decision-making about cancer treatment through design-based data-driven decision-support tools and redesigning care paths: an overview of the 4D PICTURE project

    Rietjens, J. A. C., Griffioen, I., Sierra-Pérez, J., Sroczynski, G., Siebert, U., Buyx, A., Peric, B., Svane, I. M., Brands, J. B. P., Steffensen, K. D., Romero Piqueras, C., Hedayati, E., Karsten, M. M., Couespel, N., Akoglu, C., Pazo-Cid, R., Rayson, P., Lingsma, H. F., Schermer, M. H. N., Steyerberg, E. W., & 48 othersPayne, S. A., Korfage, I. J., Stiggelbout, A. M., Oliveira, C. C., Semino, E., Roobol, M., López-Forniés, I., Kunneman, M., Verberne, S., Kuld, A., van Mulligen, E. M., Knudsen, B. M., Kors, J. A., Venderbos, L. D. F., Donia, M., Koppert, L. B., Nwosu, A. C., Verheul, E. M., Sañudo, Y., Kremer, M., Gracia, J., Antón, A., Schreijer, M., Bangma, C., Hartman, L., van Klaveren, D., Valles, M. A., Pitarch, L., Hallsson, L. R., Wouters, M., Kapiteijn, E., de Glas, N., van Buchem, M., Doornkamp, F., Borštnar, S., Wee, L., Pross, T., Silva, M., Venegoni, E., Lorenzo, N., Wallberg, S., Dankl, K., de Jesús, T. P., Romera, J. L., Pons, P. G., Signerez, P. M., Secomandi, F. & Snelders, D., 31/01/2024, In: Palliative Care and Social Practice. 18, 15 p., 1-15.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. 2023
  4. Published

    Towards an Extensible Framework for Understanding Spatial Narratives

    Ezeani, I., Rayson, P., Gregory, I., Haris, E., Cohn, A., Stell, J., Cole, T., Taylor, J., Bodenhamer, D., Devadasan, N., Steiner, E., Frank, Z. & Olson, J., 13/11/2023, GeoHumanities '23: Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities. New York: ACM, p. 1-10 10 p. (Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

    How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework

    Jagfeld, G., Lobban, F., Humphreys, C., Rayson, P. & Jones, S. H., 8/11/2023, In: JMIR Medical Informatics. 11, e46544.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Posting patterns in peer online support forums and their associations with emotions and mood in bipolar disorder: Exploratory analysis

    Jagfeld, G., Lobban, F., Davies, R., Boyd, R. L., Rayson, P. & Jones, S., 25/09/2023, In: PLoS One. 18, 9, e0291369.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Open-Source Thesaurus Development for Under-Resourced Languages: a Welsh Case Study

    Khallaf, N., Arfon, E., El-Haj, M., Morris, J., Knight, D., Rayson, P., Hammouda, T. & Jarrar, M., 14/09/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  8. Published

    FinAraT5: A text to text model for financial Arabic text understanding and generation

    Zmandar, N., El-Haj, M. & Rayson, P., 1/09/2023, Proceedings of the 4th Conference on Language, Data and Knowledge. Carvalho, S., Khan, A. F., Anić, A. O., Spahiu, B., Gracia, J., McCrae, J. P., Gromann, D., Heinisch, B. & Salgado, A. (eds.). Vienna, Austria: NOVA CLUNL, Portugal, p. 262-273 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    UNLT: Urdu Natural Language Toolkit

    Shafi, J., Iqbal, H. R., Nawab, R. M. A. & Rayson, P., 31/07/2023, In: Natural Language Engineering. 29, 4, p. 942-977 36 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Improving Peer Online Forums (iPOF): protocol for a realist evaluation of peer online mental health forums to inform practice and policy

    Lobban, F., Coole, M., Donaldson, E., Glossop, Z., Haines, J., Johnston, R., Jones, S., Lodge, C., Machin, K., Marshall, P., Meacock, R., Penhaligon, K., Rakić, T., Rawsthorne, M., Rayson, P., Robinson, H., Rycroft-Malone, J., Semino, E., Shryane, N. & Wise, S., 30/07/2023, In: BMJ Open. 13, 7, p. e075142 075142.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    A Crowdsource-Annotated Tourism Review Corpus of Emotion

    Almansour, M., Rayson, P. & Piao, S., 6/07/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  12. Published

    Analysing and visualising free-text comments: a corpus-based toolkit

    Knight, D., Rayson, P., Khallaf, N., Morris, S., El-Haj, M. & Ezeani, I., 5/07/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  13. Published

    Examining corpus prototypicality and keyness beyond the lexical level: Experiments with ProtAnt

    Smith, N., Anthony, L., Hoffmann, S. & Rayson, P., 3/07/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  14. Published

    Cross-Lingual Text Reuse Detection at Document Level for English-Urdu Language Pair

    Sharjeel, M., Muneer, I., Nosheen, S., Nawab, R. M. A. & Rayson, P., 30/06/2023, In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 22, 6, p. 1-22 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers

    Zmandar, N., El-Haj, M. & Rayson, P., 21/06/2023, Natural Language Processing and Information Systems - 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Proceedings. Métais, E., Meziane, F., Manning, W., Reiff-Marganiec, S. & Sugumaran, V. (eds.). Cham: Springer, p. 391-403 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13913 LNCS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Semantic Tagging for the Urdu Language: Annotated Corpus and Multi-Target Classification Methods

    Shafi, J., Nawab, R. M. A. & Rayson, P., 17/06/2023, In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 22, 6, p. 175:1-175:32 32 p., 175.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    iPOF: Improving Peer Online Forums Update

    Coole, M., Marshall, P., Rayson, P. & Lobban, F., 15/06/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  18. Published

    Understanding corpus text prototypicality: A multifaceted problem

    Anthony, L., Smith, N., Hoffmann, S. & Rayson, P., 18/05/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  19. Published

    Extracting Imprecise Geographical and Temporal References from Journey Narratives

    Ezeani, I., Rayson, P. & Gregory, I., 2/04/2023, Text2Story 2023 Sixth Workshop on Narrative Extraction From Texts: Proceedings of Text2Story — Sixth Workshop on Narrative Extraction From Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023). CEUR Workshop Proceedings, p. 113-118 5 p. 11. (CEUR Workshop Proceedings; vol. 3370).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. Published

    The ParlaMint corpora of parliamentary proceedings

    Erjavec, T., Ogrodniczuk, M., Osenova, P., Ljubešić, N., Simov, K., Pančur, A., Rudolf, M., Kopp, M., Barkarson, S., Steingrímsson, S., Çöltekin, Ç., de Does, J., Depuydt, K., Agnoloni, T., Venturi, G., Pérez, M. C., de Macedo, L. D., Navarretta, C., Luxardo, G., Coole, M., & 8 othersRayson, P., Morkevičius, V., Krilavičius, T., Darǵis, R., Ring, O., van Heusden, R., Marx, M. & Fišer, D., 31/03/2023, In: Language Resources and Evaluation. 57, 1, p. 415-448 34 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Forthcoming

    IgboNER 2.0: Expanding Named Entity Recognition Datasets via Projection

    Chukwuneke, CI., Rayson, P., Ezeani, I., El-Haj, M., Asogwa, D., Okpalla, C. & Mbonu, C., 3/03/2023, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  22. Published

    Assessment of non-directed computer-use behaviours in the home can indicate early cognitive impairment: A proof of principle longitudinal study

    Stringer, G., Couth, S., Heuvelman, H., Bull, C., Gledson, A., Keane, J., Rayson, P., Sutcliffe, A., Sawyer, P. H., Zeng, X-J., Montaldi, D., Brown, L. J. E. & Leroi, I., 28/01/2023, In: Aging and Mental Health. 27, 1, p. 193-202 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. 2022
  24. Published

    Semantic domains across topics, genders and languages

    Khallaf, N., de Souza, E., El-Haj, M. & Rayson, P., 23/12/2022, Bilingual Writers and Corpus Analysis. Palfreyman, D. M. & Habash, N. (eds.). London: Routledge, p. 96-120 25 p. (Routledge Studies in Applied Linguistics).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  25. Published

    A Domain Based Approach to Semantic Lexicon Expansion

    Prentice, S., Rayson, P., Knight, J., El-Haj, M. & Elstein, S., 30/09/2022, In: International Journal of Lexicography. 35, 3, p. 364-377 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Talking about personal recovery in bipolar disorder: Text analysis of public peer online support forum posts

    Jagfeld, G., Humphreys, C., Lobban, F., Rayson, P. & Jones, S., 9/09/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  27. Published

    CoFiF Plus: A French Financial Narrative Summarisation Corpus

    Zmandar, N., Daudert, T., Ahmadi, S., El-Haj, M. & Rayson, P., 23/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 1622-1639 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Published

    IgboBERT Models: Building and Training Transformer Models for the Igbo Language

    Chukwuneke, CI., Rayson, P., Ezeani, I. & El-Haj, M., 20/06/2022, LREC 2022 Conference Proceedings. Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 5114–5122 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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