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Dr Mo El-Haj

Senior Lecturer

  1. 2023
  2. Published

    #Menopause: Examining the frequency of communications about menopause on twitter between 2014 and 2022

    Hunter, M. S., El-Haj, M., Thorne, E., Griffiths, A. & Hardy, C., 30/11/2023, In: Maturitas. 177, 107806.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 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 paperpeer-review

  4. Published

    Exploring Abstractive Text Summarisation for Podcasts: A Comparative Study of BART and T5 Models

    Saxena, P. & El-Haj, M., 6/09/2023. 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-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/ISSNConference contribution/Paperpeer-review

  6. 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 paperpeer-review

  7. 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/ISSNConference contribution/Paperpeer-review

  8. 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 paperpeer-review

  9. Published

    A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling

    Onah, D. F. O., Pang, E. L. L. & El-Haj, M., 26/01/2023, 2022 IEEE International Conference on Big Data (Big Data). IEEE, p. 2771-2780 10 p. (2022 IEEE International Conference on Big Data (Big Data)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  10. 2022
  11. 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/ISSNChapter

  12. Published

    Improved Evaluation of Automatic Source Code Summarisation

    Phillips, J., Bowes, D., El-Haj, M. & Hall, T., 7/12/2022, 2nd Wokshop on Natural Language Generation, Evaluation and Metrics: Proceedings of the Workshop. Stroudsberg, PA.: Association for Computational Linguistics (ACL Anthology), p. 326-335 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  13. 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/MagazineJournal articlepeer-review

  14. 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/ISSNConference contribution/Paperpeer-review

  15. 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/ISSNConference contribution/Paperpeer-review

  16. Published

    Introducing the Welsh Text Summarisation Dataset and Baseline Systems

    Ezeani, I., El-Haj, M., Morris, J. & Knight, D., 20/06/2022, LREC 2022 Conference Proceedings. Calzolari, N. (ed.). Paris: European Languages Resources Association, p. 5097-5106 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  17. 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 paperpeer-review

  18. Published

    Creation of an Evaluation Corpus and Baseline Evaluation Scores for Welsh Text Summarisation

    El-Haj, M., Ezeani, I., Morris, J. & Knight, D., 15/06/2022, p. 14-21. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  19. Published

    Financial Narrative Summarisation Using a Hybrid TF-IDF and Clustering Summariser: AO-Lancs System at FNS 2022

    El-Haj, M. & Ogden, A., 15/06/2022, p. 88-91. 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  20. 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/ProceedingsProceedings

  21. Published

    The Financial Causality Extraction Shared Task (FinCausal 2022)

    Mariko, D., Trottier, K. & El-Haj, M., 15/06/2022, p. 114-116. 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  22. Published

    The Financial Document Structure Extraction Shared Task (FinTOC 2022)

    El-Haj, M., Kang, J., Azzi, A. A., Bellato, S., El Maarouf, I., Gan, M., Gisbert, A. & Sandoval, A., 15/06/2022, p. 92-97. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  23. 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/ISSNConference contribution/Paperpeer-review

  24. Published

    MULDASA: Multifactor Lexical Sentiment Analysis of Social-Media Content in Nonstandard Arabic Social Media

    Alwakid, G., Osman, T., El-Haj, M., Alanazi, S., Humayun, M. & Us Sama, N., 9/04/2022, In: Applied Sciences. 12, 8, 18 p., 3806.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. 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/ISSNConference contribution/Paperpeer-review

  26. Published

    The Influence of Social Factors on Mental Health and Wellbeing during the COVID-19 Pandemic

    El-Haj, M. & Sartain, A., 13/01/2022, 2021 IEEE International Conference on Big Data (Big Data). IEEE, p. 2818-2827 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  27. 2021
  28. 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/ISSNChapter

  29. 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 paperpeer-review

  30. 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/ProceedingsProceedings

  31. Published

    The Financial Document Causality Detection Shared Task (FinCausal 2021)

    Mariko, D., Akl, H. A., Labidurie, E., Durfort, S., de Mazancourt, H. & El-Haj, M., 26/10/2021, p. 58-60. 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  32. Published

    The Financial Document Structure Extraction Shared Task (FinTOC2021): FinTOC 2021

    Maarouf, I. E., Kang, J., Azzi, A. A., Bellato, S., Gan, M. & El-Haj, M., 26/10/2021, p. 111-119. 9 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  33. 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/ISSNConference contribution/Paperpeer-review

  34. 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/MagazineJournal articlepeer-review

  35. 2020
  36. 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/ProceedingsProceedings

  37. Published

    Proceedings of the Fifth Arabic Natural Language Processing Workshop

    Zitouni, I. (ed.), Abdul-Mageed, M. (ed.), Bouamor, H., Bougares, F. (ed.), El-Haj, M. (ed.), Tomeh, N. (ed.) & Zaghouani, W., 1/12/2020, Barcelona, Spain : Association for Computational Linguistics. 14 p.

    Research output: Book/Report/ProceedingsAnthology

  38. Published

    The Financial Document Causality Detection Shared Task (FinCausal 2020)

    Mariko, D., Abi-Akl, H., Labidurie, E., Durfort, S., De Mazancourt, H. & El-Haj, M., 1/12/2020, Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation: FNP-FNS 2020. Barcelona, Spain (Online): COLING, p. 23-32 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  39. Published

    The Financial Document Structure Extraction Shared task (FinToc 2020)

    Bentabet, N-I., Juge, R., El Maarouf, I., Mouilleron, V., Valsamou-Stanislawski, D. & El-Haj, M., 1/12/2020, Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Barcelona, Spain (Online): COLING, p. 13-22 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  40. Published

    The Financial Narrative Summarisation Shared Task (FNS 2020)

    El Haj, M., Giannakopoulos, G., AbuRa'ed, A., Litvak, M. & Pittaras, N., 1/12/2020, The First Financial Narrative Processing Workshop: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. El-Haj, M. (ed.). 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  41. Published

    Habibi - a multi Dialect multi National Arabic Song Lyrics Corpus

    El-Haj, M., 11/05/2020, LREC 2020, Twelfth International Conference on Language Resources and Evaluation: LREC'20. European Language Resources Association (ELRA), 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  42. 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/ISSNConference contribution/Paperpeer-review

  43. 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/MagazineJournal articlepeer-review

  44. 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

  45. Published
  46. 2019
  47. Published

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

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

    Research output: Book/Report/ProceedingsProceedings

  48. Published

    Readability of Patient Educational Materials in English Versus Arabic

    Malik, A., El Haj, M. & Paasche-Orlow, M., 19/07/2019, In: HLRP: Health Literacy Research and Practice. 3, 3, p. e170-e173 4 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. 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/MagazineJournal articlepeer-review

  50. 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/ISSNChapter (peer-reviewed)peer-review

  51. 2018
  52. 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/ISSNConference contribution/Paperpeer-review

  53. 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/ISSNConference contribution/Paperpeer-review

  54. Published

    Towards a Multilingual Financial Narrative Processing System

    El Haj, M., Rayson, P. E., Alves, P. & Young, S. E., 7/05/2018, The First Financial Narrative Processing Workshop: Proceedings of the 11th Edition of the Language Resources and Evaluation Conference - Miyazaki, Japan. El-Haj, M., Rayson, P. & Moore, A. (eds.). p. 52-58 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  55. Published

    Readability of Arabic vs English Patient Educational Materials

    El Haj, M., Malik, A. & Paasche-Orlow, M. K., 12/04/2018. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  56. Published

    Does equity analyst research lack rigour and objectivity? Evidence from conference call questions and research notes

    Salzedo, C. J., Young, S. E. & El Haj, M., 2018, In: Accounting and Business Research. 48, 1, p. 5-36 32 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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