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Research

Dr Mo El-Haj

Senior Lecturer

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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

    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/Proceedings › Anthology

  8. 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

  9. 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 paper › peer-review

  10. Published

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

    Salzedo, C., Young, S. & El-Haj, M., 6/08/2014, Lancaster University Management School, p. 1-50, 50 p. (Department of Accounting and Finance Working Paper Series; no. AF2014/15WP01).

    Research output: Working paper

  11. 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/Magazine › Journal article › peer-review

  12. 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

  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/Magazine › Journal article › peer-review

  14. Published

    Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages

    Piao, S. S., Rayson, P. E., Archer, D., Bianchi, F., Dayrell, C., El-Haj, M., Jiménez, R-M., Knight, D., Křen, M., Lofberg, L., Nawab, R. M. A., Shafi, J., Teh, P. L. & Mudraya, O., 23/05/2016, LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2614-2619 6 p.

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

  15. 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/ISSN › Conference contribution/Paper › peer-review

  16. 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/ISSN › Conference contribution/Paper › peer-review

  17. 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/ISSN › Conference contribution/Paper › peer-review

  18. 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 paper › peer-review

  19. 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 paper › peer-review

  20. 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/Magazine › Journal article › peer-review

  21. 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 paper › peer-review

  22. Published

    Multi-document multilingual summarization corpus preparation, Part 1: Arabic, English, Greek, Chinese, Romanian

    Li, L., Forascu, C., El-Haj, M. & Giannakopoulos, G., 08/2013, Proceedings of the MultiLing 2013 Workshop on Multilingual Multi-document Summarization. Sofia, Bulgaria: Association for Computational Linguistics, p. 1-12 12 p.

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

  23. Published

    Arabic topic detection using automatic text summarisation

    Koulali, R., El-Haj, M. & Meziane, A., 2013, Computer Systems and Applications (AICCSA), 2013 ACS International Conference on. IEEE Computer Society, p. 1-4 4 p.

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

  24. 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 paper › peer-review

  25. 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/ISSN › Chapter

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