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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

  29. Published

    AraSAS: The Open Source Arabic Semantic Tagger

    El-Haj, M., Rayson, P., de Souza, E., Khallaf, N. & Habash, N., 15/06/2022, p. 23-31. 8 p.

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

  30. Published

    iPOF: Improving Peer Online Forums

    Lobban, F., Rayson, P. & Coole, M., 15/06/2022.

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

  31. Published

    Proceedings of the 4th Financial Narrative Processing Workshop (FNP 2022)

    El-Haj, M., Rayson, P. & Zmandar, N., 15/06/2022, France: European Language Resources Association (ELRA). 161 p.

    Research output: Book/Report/Proceedings › Proceedings

  32. Published

    The Financial Narrative Summarisation Shared Task (FNS 2022)

    El-Haj, M., Zmandar, N., Rayson, P., AbuRa'ed, A., Litvak, M., Pittaras, N., Giannakopoulos, G., Kosmopoulos, A., Carbajo-Coronado, B. & Sandoval, A., 15/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 52-61 9 p.

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

  33. Published

    Textual Variations Affect Human Judgements of Sentiment Values

    Lee Teh, P., Rayson, P., Pak, I., Piao, S., Sze Yin Ho, J., Moore, A. & Cheah, Y-N., 31/05/2022, In: Electronic Commerce Research and Applications. 53, 11 p., 101149.

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

  34. Published

    Natural Language Processing Methods and Bipolar Disorder: Scoping Review

    Harvey, D., Lobban, F., Rayson, P., Warner, A. & Jones, S., 30/04/2022, In: JMIR Mental Health. 9, 4, 18 p., e35928.

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

  35. Published

    Multilingual Financial Word Embeddings for Arabic, English and French

    Zmandar, N., El-Haj, M. & Rayson, P., 13/01/2022, 2021 IEEE International Conference on Big Data (Big Data). IEEE, p. 4584-4589 6 p.

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

  36. 2021
  37. Published

    Review of the State of the Art in Financial Narrative Processing

    El-Haj, M., Rayson, P., El Maarouf, I., Bentabet, N-I., Mariko, D., Labidurie, E., Litvak, M., Giannakopoulos, G., AbuRa'ed, A. & Zmandar, N., 13/12/2021, Financial Narrative Processing in Spanish. Moreno Sandoval, A. (ed.). Tirant lo Blanch, p. 51-98 48 p. (Tecnología, traducción y cultura).

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

  38. Published

    Joint abstractive and extractive method for long financial documentsummarization

    Zmandar, N., Singh, A., El-Haj, M. & Rayson, P., 26/10/2021, p. 99-105. 7 p.

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

  39. Published

    Proceedings of the 3rd Financial Narrative Processing Workshop: FNP 2021

    El-Haj, M. (ed.), Rayson, P. (ed.) & Zmandar, N. (ed.), 26/10/2021, Lancaster, United Kingdom: Association for Computational Linguistics (ACL Anthology).

    Research output: Book/Report/Proceedings › Proceedings

  40. Published

    The Financial Narrative Summarisation Shared Task FNS 2021

    Zmandar, N., El-Haj, M., Rayson, P., Abura'Ed, A., Litvak, M., Giannakopoulos, G. & Pittaras, N., 26/10/2021, Proceedings of the 3rd Financial Narrative Processing Workshop: FNP 2021. Lancaster, United Kingdom: Association for Computational Linguistics (ACL Anthology), Vol. 3. p. 120-125 6 p.

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

  41. Published

    GIBBON: General-purpose Information-Based Bayesian Optimisation

    Moss, H. B., Leslie, D. S., Gonzalez, J. & Rayson, P., 8/10/2021, In: Journal of Machine Learning Research. 22, 235, p. 1-49 49 p.

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

  42. Published

    MasakhaNER: Named Entity Recognition for African Languages

    Masakhane, 1/10/2021, In: Transactions of the Association for Computational Linguistics. 9, p. 1116-1131 16 p.

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

  43. Published

    Uncovering Environmental Change in the English Lake District: Using Computational Techniques to Trace Shifting Practice in the Historical Documentation of Flora

    Smail, R., Donaldson, C., Stevens, C., Rayson, P. & Govaerts, R., 30/09/2021, In: Digital Scholarship in the Humanities. 36, 3, p. 736-756 21 p.

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

  44. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

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

  45. Published

    Problematising Characteristicness: A Biomedical Association Case Study

    Prentice, S., Knight, J., Rayson, P., El-Haj, M. & Rutherford, N., 31/08/2021, In: International Journal of Corpus Linguistics. 26, 3, p. 305-335 31 p.

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

  46. Published

    Extending the key semantic domains method beyond English corpora: Wmatrix version 5

    Rayson, P., 13/07/2021.

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

  47. Published

    Detecting COVID-19 Misinformation in Arabic Tweets

    Alsudias, L. & Rayson, P., 17/06/2021.

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

  48. Published

    Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis

    Jagfeld, G., Lobban, F., Rayson, P. & Jones, S., 11/06/2021, Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Stroudsberg, PA: Association for Computational Linguistics (ACL Anthology), p. 1-14 14 p.

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

  49. Published

    Analysing Keyword Lists

    Rayson, P. & Potts, A., 5/05/2021, A Practical Handbook of Corpus Linguistics. Paquot, M. & Gries, S. (eds.). Cham: Springer, p. 119-139 21 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  50. 2020
  51. Published

    BOSS: Bayesian Optimization over String Spaces

    Moss, H., Beck, D., Gonzalez, J., Leslie, D. & Rayson, P., 1/12/2020, Advances in Neural Information Processing Systems. 2020 ed. MIT Press

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

  52. Published

    Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation

    El-Haj, M., Rayson, P., Athanasakou, V., Bouamor, H., Salzedo, C., Giannakopoulos, G., Litvak, M., Pittaras, N., Elhag, A. & Ferradans, S., 1/12/2020, Association for Computational Linguistics.

    Research output: Book/Report/Proceedings › Proceedings

  53. Published

    COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media?

    Alsudias, L. & Rayson, P., 27/10/2020, NLP COVID-19 Workshop : an emergency workshop at ACL 2020. Association for Computational Linguistics

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

  54. Published

    MUMBO: MUlti-task Max-value Bayesian Optimization

    Moss, H. B., Leslie, D. S. & Rayson, P., 14/09/2020, achine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Springer, p. 447-462 16 p.

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

  55. Published

    BOSH: Bayesian Optimization by Sampling Hierarchically

    Moss, H. B., Leslie, D. S. & Rayson, P., 18/07/2020. 8 p.

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

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