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Professor Paul Rayson

Professor of Natural Language Processing

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  1. 2022
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 2021
  8. 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

  9. 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

  10. Published

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

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

    Research output: Book/Report/Proceedings › Proceedings

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 2020
  22. 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, Vol. 2020-December. p. 15476-15486 11 p. (Advances in Neural Information Processing Systems).

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

  23. 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

  24. 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

  25. Published

    MUMBO: MUlti-task Max-value Bayesian Optimization

    Moss, H. B., Leslie, D. S. & Rayson, P., 14/09/2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Cham: Springer, p. 447-462 16 p. (Lecture Notes in Computer Science; vol. 12459).

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

  26. 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

  27. Published

    Developing an Arabic Infectious Disease Ontology to Include Non-Standard Terminology

    Alsudias, L. & Rayson, P., 11/05/2020, 12th International Conference on Language Resources and Evaluation: LREC2020. Paris: European Language Resources Association (ELRA), p. 4842-4850

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

  28. Published

    Infrastructure for Semantic Annotation in the Genomics Domain

    El-Haj, M., Rutherford, N., Coole, M., Ezeani, I., Prentice, S., Ide, N., Knight, J., Piao, S., Mariani, J., Rayson, P. & Suderman, K., 11/05/2020, LREC 2020, Twelfth International Conference on Language Resources and Evaluation: LREC'20. Paris: European Language Resources Association (ELRA), p. 6921-6929 9 p.

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

  29. Published

    LexiDB: Patterns & Methods for Corpus Linguistic Database Management

    Coole, M., Rayson, P. & Mariani, J., 11/05/2020, Proceedings of The 12th Language Resources and Evaluation Conference. Paris: European Language Resources Association (ELRA), p. 3128-3135 8 p.

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

  30. Published

    Unfinished Business: Construction and Maintenance of a Semantically Tagged Historical Parliamentary Corpus, UK Hansard from 1803 to the present day

    Coole, M., Rayson, P. & Mariani, J., 11/05/2020, Proceedings of the Second ParlaCLARIN Workshop. Fišer, D., Eskevich, M. & de Jong, F. (eds.). Paris: European Language Resources Association (ELRA), p. 23-27 5 p.

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

  31. Published

    Analyzing the Spread of Influenza in Arabic Twitter

    Alsudias, L. & Rayson, P., 23/04/2020.

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

  32. Published

    Igbo-English Machine Translation: An Evaluation Benchmark

    Ezeani, I., Rayson, P., Onyenwe, I. E., Chinedu, U. & Hepple, M., 1/04/2020. 4 p.

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

  33. Published

    Igbo-English Machine Translation: An Evaluation Benchmark

    Ezeani, I., Rayson, P., Onyenwe, I., Uchechukwu, C. & Hepple, M., 1/04/2020, In: arXiv. 4 p.

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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 2019
  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 2018
  54. 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

  55. 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

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