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Research

Professor Paul Rayson

Professor of Natural Language Processing

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  1. 2025
  2. Forthcoming

    Understanding the needs of moderators in online mental health forums: a realist synthesis and recommendations for support (Preprint)

    Robinson, H., Booth, M., Fothergill, L., Friedrich, C., Glossop, Z., Haines, J., Harding, A., Johnston, R., Jones, S., Machin, K., Meacock, R., Nielson, K., Marshall, P., Puddephatt, J.-A., Rakic, T., Rayson, P., Rycroft-Malone, J., Shrayne, N., Swithenbank, Z. & Wise, S. & 1 others, Lobban, F., 5/06/2025, (Accepted/In press) In: JMIR Mental Health.

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

  3. E-pub ahead of print

    Co-design of Moderator Training: Integrating Knowledge from Forum Moderators, Users and Researchers with the Improving Peer Online Forums (iPOF) Project

    Glossop, Z., Jones, S., Ahmed, S., Caton, N., Collins, G., Haines, J., Jackson, K., Lodge, C., Machin, K., Marshall, P., Pilgrim, S., Rayson, P., Robinson, H., Salisbury, L., Shryane, N., Staff, J., Stevenson, J., Vega, L., Walsh, A. & Wise, S. & 1 others, Lobban, F., 30/06/2025, In: Mental Health & Prevention. 38, 200428.

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

  4. E-pub ahead of print

    Navigating Hypersexuality in Bipolar: Insights from a Corpus-Assisted Discourse Analysis of Reddit Posts

    Harvey, D., Rayson, P., Lobban, F., Palmier-Claus, J., Dolman, C. & Jones, S., 21/05/2025, (E-pub ahead of print) In: Inquiry : a journal of medical care organization, provision and financing. 62

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

  5. Published

    Who uses mental health support forums, and why? Triangulating findings from surveys, interviews, and forum posts

    Glossop, Z., Čermáková, A. L., Marshall, P., Rayson, P., Robinson, H., Semino, E. & Lobban, F., 12/05/2025, medRxiv.

    Research output: Working paper › Preprint

  6. Published

    Using Natural Language Processing Methods to Build the Hypersexuality in Bipolar Reddit Corpus: Infodemiology Study of Reddit

    Harvey, D., Rayson, P., Lobban, F., Palmier-Claus, J., Dolman, C., Chataigné, A. & Jones, S., 6/03/2025, In: JMIR Infodemiology. 5, e65632.

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

  7. Published

    LENS: Learning Entities from Narratives of Skin Cancer

    Lal, D. M., Rayson, P., Peter, C., Ezeani, I., El-Haj, M., Zhu, Y. & Liu, Y., 22/01/2025, Proceedings of the 31st International Conference on Computational Linguistics: System Demonstrations. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B. D., Schockaert, S., Mather, B. & Dras, M. (eds.). Abu Dhabi, UAE: Association for Computational Linguistics, p. 20-27 8 p.

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

  8. Published

    Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding?

    Lal, D. M., Rayson, P. & El-Haj, M., 20/01/2025, Proceedings of the First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages. Weerasinghe, R., Anuradha, I. & Sumanathilaka, D. (eds.). Abu Dhabi: Association for Computational Linguistics, p. 1-10 10 p.

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

  9. Published

    Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)

    Hettiarachchi, H., Ranasinghe, T., Rayson, P., Mitkov, R., Gaber, M. M., Dola Mullage, D., Tan, F. A. & Uyangodage, L., 20/01/2025, Proceedings of the First Workshop on Language Models for Low-Resource Languages. Association for Computational Linguistics

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

  10. Published

    Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4)

    Ezzini, S. (Editor), Alami, H. (Editor), Berrada, I. (Editor), Benlahbib, A. (Editor), El Mahdaouy, A. (Editor), Lamsiyah, S. (Editor), Derrouz, H. (Editor), Haddad Haddad, A. (Editor), Jarrar, M. (Editor), El-Haj, M. (Editor), Mitkov, R. (Editor) & Rayson, P. (Editor), 20/01/2025, Abu Dhabi, UAE: Association for Computational Linguistics. 10 p.

    Research output: Book/Report/Proceedings › Anthology

  11. Published

    Proceedings of the First Workshop on Language Models for Low-Resource Languages

    Hettiarachchi, H. (Editor), Ranasinghe, T. (Editor), Rayson, P. (Editor), Mitkov, R. (Editor), Gaber, M. (Editor), Premasiri, D. (Editor), Tan, F. A. (Editor) & Uyangodage, L. (Editor), 20/01/2025, Abu Dhabi, United Arab Emirates: Association for Computational Linguistics.

    Research output: Book/Report/Proceedings › Anthology

  12. Published

    The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature

    AbuHaija, I., Al Mandhari, S., El-Haj, M., Sibony, J. & Rayson, P., 20/01/2025, Proceedings of the first International Workshop on Nakba Narratives as Language Resources. Jarrar, M., Habash, H. & El-Haj, M. (eds.). Abu Dhabi: Association for Computational Linguistics, p. 37-47 11 p.

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

  13. 2024
  14. Published

    FreeTxt: A corpus-based bilingual free-text survey and questionnaire data analysis toolkit

    Knight, D., Khallaf, N., Rayson, P., El-Haj, M., Ezeani, I. & Morris, S., 31/12/2024, In: Applied Corpus Linguistics. 4, 3, 100103.

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

  15. E-pub ahead of print

    ParlaMint II: advancing comparable parliamentary corpora across Europe

    Erjavec, T., Kopp, M., Ljubešić, N., Kuzman, T., Rayson, P., Osenova, P., Ogrodniczuk, M., Çöltekin, Ç., Koržinek, D., Meden, K., Skubic, J., Rupnik, P., Agnoloni, T., Aires, J., Barkarson, S., Bartolini, R., Bel, N., Calzada Pérez, M., Darģis, R. & Diwersy, S. & 17 others, Gavriilidou, M., van Heusden, R., Iruskieta, M., Kahusk, N., Kryvenko, A., Ligeti-Nagy, N., Magariños, C., Mölder, M., Navarretta, C., Simov, K., Tungland, L. M., Tuominen, J., Vidler, J., Vladu, A. I., Wissik, T., Yrjänäinen, V. & Fišer, D., 28/12/2024, (E-pub ahead of print) In: Language Resources and Evaluation.

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

  16. Published

    Lived experience at the core: A classification system for risk-taking behaviours in bipolar

    Harvey, D., Rayson, P., Lobban, F., Palmier-Claus, J. & Jones, S., 5/08/2024, In: DIGITAL HEALTH. 10

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

  17. Published

    Is it Offensive or Abusive? An Empirical Study of Hateful Language Detection of Arabic Social Media Texts?

    Al Mandhari, S., El-Haj, M. & Rayson, P., 29/07/2024, The First International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security (NLPAICS). Mitkov, R. (ed.). Lancaster : Lancaster University

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

  18. Published

    Cancer experiences in metaphors: A scoping review in 4D PICTURE Project

    Liu, Y., Payne, S., Rayson, P., Lal, D., Korfage, I., Rietjens, J. & Semino, E., 9/05/2024, In: Palliative Medicine. 38, Suppl. 2024 EAPC WR Congress, A05.

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

  19. Published

    Understanding the Impacts of Online Mental Health Peer Support Forums: Realist Synthesis

    Marshall, P., Booth, M., Coole, M., Fothergill, L., Glossop, Z., Haines, J., Harding, A., Johnston, R., Jones, S., Lodge, C., Machin, K., Meacock, R., Nielson, K., Puddephatt, J.-A., Rakic, T., Rayson, P., Robinson, H., Rycroft-Malone, J., Shryane, N. & Swithenbank, Z. & 2 others, Wise, S. & Lobban, F., 9/05/2024, In: JMIR Mental Health. 11, e55750.

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

  20. Published

    Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach

    Lal, D. M., Rayson, P., Payne, S. A. & Liu, Y., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 73-83 11 p.

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

  21. Published

    Exploring the Suitability of Transformer Models to Analyse Mental Health Peer Support Forum Data for a Realist Evaluation

    Coole, M., Rayson, P., Glossop, Z., Lobban, F., Marshall, P. & Vidler, J., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 184-188 5 p.

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

  22. Published

    Medical-FLAVORS: A Figurative Language and Vocabulary Open Repository for Spanish in the Medical Domain

    Pitarch, L., Angles-Herrero, E., Liu, Y., Lal, D. M., Gracia, J., Rayson, P. & Rietjens, J., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 109-114 6 p.

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

  23. Published

    The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment

    Emezue, C. C., Okoh, I., Mbonu, C. E., Chukwuneke, C., Lal, D. M., Ezeani, I., Rayson, P., Onwuzulike, I., Okeke, C. O., Nweya, G. O., Ogbonna, B. I., Oraegbunam, C. U., Awo-Ndubuisi, E. C. & Osuagwu, A. A., 1/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Torino, Italia: ELRA and ICCL, p. 15932-15941 10 p.

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

  24. Published

    The Geography of 'Fear', 'Sadness', 'Anger' and 'Joy': Exploring the Emotional Landscapes in the Holocaust Survivors' Testimonies

    Ezeani, I., Rayson, P., Gregory, I. N., Cole, T., Steiner, E. & Frank, Z., 24/03/2024, Proceedings of Text2Story - Seventh Workshop on Narrative Extraction From Texts held in conjunction with the 46th European Conference on Information Retrieval (ECIR 2024). CEUR Workshop Proceedings, Vol. 3671. p. 93-103 11 p. (CEUR Workshop Proceedings; vol. 3671).

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

  25. 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 others, Payne, 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

  26. 2023
  27. Published

    Abstractive Hindi Text Summarization: A Challenge in a Low-Resource Setting

    Lal, D., Rayson, P., Singh, K. P. & Tiwary, U. S., 17/12/2023, Proceedings of the 20th International Conference on Natural Language Processing (ICON). Pawar, J. D. & Devi, S. L. (eds.). NLP Association of India (NLPAI), p. 603-612 10 p.

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

  28. 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

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