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Research

Professor Paul Rayson

Professor of Natural Language Processing

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  1. 2020
  2. Published

    Known and unknown requirements in healthcare

    Sutcliffe, A., Sawyer, P., Stringer, G., Couth, S., Brown, L. J. E., Gledson, A., Bull, C., Rayson, P., Keane, J., Zeng, X.-J. & Leroi, I., 1/03/2020, In: Requirements Engineering . 25, 1, p. 1-20 20 p.

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

  3. Published

    Retrieving, Classifying and Analysing Narrative Commentary in Unstructured (Glossy) Annual Reports Published as PDF Files

    El Haj, M., Alves, P., Rayson, P., Walker, M. & Young, S., 1/01/2020, In: Accounting and Business Research. 50, 1, p. 6-34 29 p.

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

  4. Published

    Annual Report Commentary on the Value Creation Process

    Athanasakou, V., El-Haj, M., Rayson, P., Walker, M. & Young, S., 2020, p. 1-63, 63 p.

    Research output: Working paper

  5. Published

    Who’s the Fairest of them All? A Comparison of Methods for Classifying Tone and Attribution in Earnings-related Management Discourse

    Young, S., Walker, M., Athanasakou, V., El-Haj, M., Rayson, P. & Schleicher, T., 2020, p. 1-47, 49 p.

    Research output: Working paper

  6. 2019
  7. Published

    Proceedings of the Second Financial Narrative Processing Workshop (FNP 2019)

    El-Haj, M. (Editor), Rayson, P. (Editor), Young, S. (Editor), Bouamor, H. (Editor) & Ferradans, S. (Editor), 30/09/2019, Stroudsburg, PA: Association for Computational Linguistics. 87 p.

    Research output: Book/Report/Proceedings › Proceedings

  8. Published

    A word sense disambiguation corpus for Urdu

    Saeed, A., Nawab, R. M. A., Stevenson, M. & Rayson, P., 1/09/2019, In: Language Resources and Evaluation. 53, 3, p. 397–418 22 p.

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

  9. Published

    Leveraging Pre-Trained Embeddings for Welsh Taggers

    Ezeani, I., Piao, S., Neale, S., Rayson, P. & Knight, D., 2/08/2019, Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Held at the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy: Association for Computational Linguistics, p. 270-280 11 p.

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

  10. Published

    FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

    Moss, H. B., Moore, A., Leslie, D. S. & Rayson, P., 30/07/2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Stroudsburg PA: Association for Computational Linguistics, p. 2920-2930 11 p.

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

  11. Published

    Open Welsh Language Resources for a Corpus Annotation Framework

    Piao, S. S., Neale, S., Ezeani, I., Rayson, P. E., Knight, D. & Donnelly, K., 26/07/2019.

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

  12. Published

    Enhancing the linguistic discovery potential of historical corpora: A twin-track approach using ARCHER

    Smith, N., Schneider, G., Hoffmann, S., Rayson, P. & Lehmann, H. M., 23/07/2019, Proceedings of the 10th International Corpus Linguistics Conference.

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

  13. Published

    Classifying Information Sources in Arabic Twitter to Support Online Monitoring of Infectious Diseases

    Alsudias, L. & Rayson, P., 22/07/2019, Proceedings of the 3rd Workshop on Arabic Corpus Linguistics: (WACL-3). Association for Computational Linguistics, 9 p.

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

  14. Published

    CLEU- A Cross-Language-Urdu Corpus and Benchmark For Text Reuse Experiments

    Muneer, I., Muhammad, S., Iqbal, M., Nawab, R. M. A. & Rayson, P. E., 1/07/2019, In: Journal of the Association for Information Science and Technology. 70, 7, p. 729-741 13 p.

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

  15. Published

    Developing multilingual automatic semantic annotation systems

    Löfberg, L. & Rayson, P., 10/06/2019, Advances in Empirical Translation Studies: Developing Translation Resources and Technologies. Ji, M. & Oakes, M. (eds.). Cambridge: Cambridge University Press, p. 94-109 16 p.

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

  16. Published

    How do people describe personal recovery experiences in bipolar disorder in structured and informal settings?

    Jagfeld, G., Jones, S., Rayson, P. & Lobban, F., 20/05/2019.

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

  17. Published

    A Sense Annotated Corpus for All-Words Urdu Word Sense Disambiguation

    Saeed, A., Nawab, R. M. A., Stevenson, M. & Rayson, P. E., 1/05/2019, In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 18, 4, 14 p., 40.

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

  18. Published

    In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse

    El Haj, M., Rayson, P. E., Walker, M., Young, S. E. & Simaki, V., 30/04/2019, In: Journal of Business Finance and Accounting. 46, 3-4, p. 265-306 42 p.

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

  19. Published

    Multilingual Financial Narrative Processing: Analysing Annual Reports in English, Spanish and Portuguese

    El Haj, M., Rayson, P. E., Young, S. E., Alves, P. & Herrero Zorita, C., 02/2019, Multilingual Text Analysis: Challenges, Models, and Approaches. Litvak, M. & Vanetik, N. (eds.). World Scientific Publishing

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

  20. Published

    Corpus analysis of key words

    Rayson, P., 2019, The Concise Encyclopedia of Applied Linguistics. Chapelle, C. (ed.). Wiley, p. 320-326

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Entry for encyclopedia/dictionary

  21. 2018
  22. Published

    Modelling space in historical texts

    Gregory, I. N., Donaldson, C. E., Hardie, A. & Rayson, P. E., 30/10/2018, The Shape of Data in Digital Humanities: Modeling Texts and Text-based Resources. Flanders, J. & Jannidis, F. (eds.). London: Routledge, p. 133-149 17 p. (Digital Research in the Arts and Humanities).

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

  23. Published

    Using JK-fold Cross Validation To Reduce Variance When Tuning NLP Models

    Moss, H., Leslie, D. & Rayson, P., 31/08/2018, Proceedings of the 27th International Conference on Computational Linguistics. Santa Fe: Association for Computational Linguistics, p. 2978-2989 12 p.

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

  24. Published

    Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

    Moore, A. & Rayson, P. E., 20/08/2018, Proceedings of the 27th International Conference on Computational Linguistics. Santa Fe, New Mexico, USA: Association for Computational Linguistics, p. 1132-1134 13 p.

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

  25. Published

    Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline

    Stringer, G., Couth, S., Brown, L. J. E., Montaldi, D., Gledson, A., Mellor, J., Sutcliffe, A., Sawyer, P., Keane, J., Bull, C., Zeng, X., Rayson, P. & Leroi, I., 07/2018, In: International Journal of Geriatric Psychiatry. 33, 7, p. 867-874 8 p.

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

  26. E-pub ahead of print

    Using J-K-fold Cross Validation to Reduce Variance When Tuning NLP Models

    Moss, H., Leslie, D. S. & Rayson, P. E., 06/2018, (E-pub ahead of print) Proceedings of COLING 2018. Association for Computational Linguistics (ACL Anthology), p. 2978–2989 12 p. (Proceedings of COLING 2018).

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

  27. Published

    Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger

    El Haj, M., Rayson, P. E., Piao, S. S. & Knight, J., 11/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4593-4597 5 p.

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

  28. Published

    Arabic Dialect Identification in the Context of Bivalency and Code-Switching

    El Haj, M., Rayson, P. E. & Aboelezz, M., 9/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). p. 3622-3627 6 p.

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

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