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Research

Professor Paul Rayson

Professor of Natural Language Processing

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Published

    A Frequency Dictionary of Mandarin Chinese: Core vocabulary for learners

    Xiao, R., Rayson, P. & McEnery, T., 2009, London: Routledge.

    Research output: Book/Report/Proceedings › Book

  9. Published

    Automatic Content Analysis of Spoken Discourse

    Wilson, A. & Rayson, P., 01/1993, Corpus Based Computational Linguistics. Souter, C. & Atwell, E. (eds.). Amsterdam: Rodopi, p. 215-226 12 p.

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

  10. Published

    A Rainbow of Corpora: Corpus Linguistics and the Languages of the World

    Wilson, A., Rayson, P. & McEnery, A. M., 2002, Munich: Lincom-Europa. 174 p. (Linguistics edition)

    Research output: Book/Report/Proceedings › Book

  11. Published

    Corpus linguistics by the Lune: a festschrift for Geoffrey Leech

    Wilson, A., Rayson, P. & McEnery, A. M., 2003, Frankfurt: Peter Lang. 305 p. (Lodz studies in Language)

    Research output: Book/Report/Proceedings › Book

  12. Published

    Corpus linguistics around the world

    Wilson, A. (ed.), Archer, D. (ed.) & Rayson, P. (ed.), 2006, Amsterdam: Rodopi. 233 p. (Language and Computers)

    Research output: Book/Report/Proceedings › Book

  13. Published

    Experiences with parallelisation of an existing NLP pipeline: tagging Hansard

    Wattam, S., Rayson, P., Alexander, M. & Anderson, J., 2014, LREC 2014, Ninth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Loftsson, H., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Paris: EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, p. 4093-4096 4 p.

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

  14. Published

    Document attrition in web corpora: An exploration

    Wattam, S., Rayson, P. & Berridge, D., 1/01/2012, Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012. European Language Resources Association (ELRA), p. 1486-1489 4 p.

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

  15. Published

    A framework for P2P application development

    Walkerdine, J., Hughes, D., Rayson, P., Simms, J., Gilleade, K., Mariani, J. & Sommerville, I., 2008, In: Computer Communications. 31, 2, p. 387-401 15 p.

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

  16. Published

    Forensics Software for Detecting Online Paedophile Activity

    Walkerdine, J., Greenwood, P., Rashid, A., Rayson, P., May-Chahal, C., Duquenoy, P., Watson, P., Jones, M. & Brennan, M., 11/2009. 2 p.

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

  17. Published

    P2P-4-DL: Digital Library over Peer-to-Peer

    Walkerdine, J. & Rayson, P., 08/2004, Peer-to-Peer Computing, 2004. Proceedings. Proceedings. Fourth International Conference on.

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

  18. Published

    Dealing with big data outside of the cloud: GPU accelerated sort

    Vidler, J., Rayson, P., Anthony, L., Scott, A. & Mariani, J., 31/05/2014, p. 21-24. 4 p.

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

  19. Published

    Exploring fine-grained sentiment values in online product reviews

    Teh, P. L., Rayson, P., Pak, I. & Piao, S., 2015, 2015 IEEE Conference on Open Systems. IEEE, p. 114-118 5 p.

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

  20. Published

    Sentiment analysis tools should take account of the number of exclamation marks!!!

    Teh, P. L., Rayson, P. E., Pak, I. & Piao, S. S., 11/12/2015, iiWAS '15 Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services. New York: ACM, 6 p. 35

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

  21. Published

    Reversing the polarity with emoticons

    Teh, P. L., Rayson, P. E., Pak, I., Piao, S. S. & Yeng, S. M., 17/06/2016, Natural Language Processing and Information Systems: 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings. Metais, E., Meziane, F., Saraee, M., Sugumaran, V. & Vadera, S. (eds.). Springer, p. 453-458 6 p. (Lecture Notes in Computer Science; vol. 9612).

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

  22. Published

    What is middleware made of? exploring abstractions, concepts, and class names in modern middleware

    Taiani, F., Rice, J. & Rayson, P., 2012, ARM '12 Proceedings of the 11th International Workshop on Adaptive and Reflective Middleware . New York: ACM, 6 p. 6

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

  23. Published

    "I didn't spel that wrong did i. Oops": Analysis and standardisation of SMS spelling variation

    Tagg, C., Baron, A. & Rayson, P., 27/05/2010. 23 p.

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

  24. Published

    "i didn't spel that wrong did i. Oops": Analysis and normalisation of SMS spelling variation

    Tagg, C., Baron, A. & Rayson, P., 2012, In: Lingvisticæ Investigationes. 35, 2, p. 367-388 22 p.

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

  25. Published

    "i didn't spel that wrong did i. Oops": Analysis and normalisation of SMS spelling variation

    Tagg, C., Baron, A. & Rayson, P., 2014, SMS communication: a linguistic approach. Cougnon, L-A. & Fairon, C. (eds.). John Benjamins Publishing Company, p. 217-237 21 p. (Benjamins Current Topics; vol. 61).

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

  26. Published

    Discovering affect-laden requirements to achieve system acceptance

    Sutcliffe, A., Rayson, P., Bull, C. & Sawyer, P., 08/2014, 22nd IEEE International Requirements Engineering Conference (RE'14). IEEE, p. 173-182 10 p.

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

  27. 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. & 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

  28. 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

  29. 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

  30. Published

    Comparing and combining a semantic tagger and a statistical tool for MWE extraction.

    Songlin Piao, S., Rayson, P., Archer, D. & McEnery, T., 1/10/2005, In: Computer Speech and Language. 19, 4, p. 378-397 20 p.

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

  31. Published

    Supporting Information Evolution on the WWW

    Sommerville, I., Rodden, T., Rayson, P., Kirby, A. & Dix, A., 01/1998, In: World Wide Web . 1, 1, p. 45-54 10 p.

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

  32. Published

    Changing English across the twentieth century: enhancements to an existing family of corpora

    Smith, N., Rayson, P., Leech, G. & Wynne, M., 01/2005.

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

  33. Published

    Exploring grammatical change across the twentieth century: A backward step permits further advance

    Smith, N., Leech, G. & Rayson, P., 05/2006.

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

  34. Published

    The expression of obligation and necessity in British English across the twentieth century: developments in matching corpora

    Smith, N., Leech, G. & Rayson, P., 08/2006.

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

  35. Published

    Corpus Tools and Methods, Today and Tomorrow: Incorporating Linguists' Manual Annotations

    Smith, N., Hoffmann, S. & Rayson, P., 2008, In: Literary and Linguistic Computing. 23, 2, p. 163-180 18 p.

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

  36. Published

    Recent change and variation in the British English use of the progressive passive

    Smith, N. & Rayson, P., 2007, In: ICAME Journal. 31, p. 129-159 31 p.

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

  37. Published

    Corpus tools and methods today and tomorrow: Incorporating user-defined annotations

    Smith, N., Hoffmann, S. & Rayson, P., 2007.

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

  38. Published

    Changing English across the twentieth century: enhancements to an existing family of corpora.

    Smith, N., Rayson, P., Leech, G. & Wynne, M., 2005, Proceedings of the Digital Research for the Humanities Conference (DRH 2005). Lancaster: Lancaster University

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

  39. 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

  40. 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

  41. 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

  42. Published

    Classification of Short Text Comments by Sentiment and Actionability for VoiceYourView

    Simm, W., Ferrario, M., Piao, S., Whittle, J. & Rayson, P., 2010, IEEE Second International Conference on Social Computing (SocialCom), 2010 . IEEE, p. 552-557 6 p.

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

  43. Published

    A tool for assisting translators using automatic semantic annotation

    Sharoff, S., Rayson, P., Mudraya, O., Wilson, A. & McEnery, T., 01/2004. 0 p.

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

  44. Published

    ASSIST: Automated Semantic Assistance for Translators

    Sharoff, S., Babych, B., Rayson, P., Mudraya, O. & Piao, S., 04/2006, EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations. p. 139-142 4 p.

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

  45. 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

  46. 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

  47. 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

  48. Published

    A computer-assisted approach to the analysis of metaphor variation across genres.

    Semino, E., Hardie, A., Koller, V. & Rayson, P., 2005, Corpus-based Approaches to Figurative Language. . Barnden, J., Lee, M., Littlemore, J., Moon, R., Philip, G. & Wallington, A. (eds.). Birmingham: University of Birmingham School of Computer Science, p. 145-153 9 p.

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

  49. Published

    The online use of Violence and Journey metaphors by patients with cancer, as compared with health professionals: a mixed methods study

    Semino, E., Demjen, Z., Demmen, J., Koller, V., Payne, S., Hardie, A. & Rayson, P., 1/03/2017, In: BMJ Supportive and Palliative Care. 7, 1, p. 60-66 7 p.

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

  50. Published

    Metaphor, Cancer and the End of Life: A Corpus-based Study

    Semino, E., Demjen, Z., Hardie, A., Payne, S. A. & Rayson, P. E., 2018, London: Routledge. 308 p.

    Research output: Book/Report/Proceedings › Book

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