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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

  26. 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 paper › peer-review

  27. 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/Magazine › Journal article › peer-review

  28. Published

    Effectiveness of query expansion in searching the Holy Quran

    Hammo, B., Sleit, A. & El-Haj, M., 2007, The Second International Conference on Arabic Language Processing CITALA'07. Rabat, Morocco, p. 1-10 10 p.

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

  29. Published

    Enhancing retrieval effectiveness of diacritisized Arabic passages using stemmer and thesaurus

    Hammo, B., Sleit, A. & El-Haj, M., 2008, The 19th Midwest Artificial Intelligence And Cognitive Science Conference Maics2008. p. 189–196 8 p.

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

  30. Published

    TAC 2011 MultiLing pilot overview

    Giannakopoulos, G., El-Haj, M., Favre, B., Litvak, M., Steinberger, J. & Varma, V., 2011, Text Analysis Conference (TAC) 2011, MultiLing Summarisation Pilot. Maryland, USA: TAC, 17 p.

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

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

  32. Published

    Using mechanical Turk to create a corpus of Arabic summaries

    El-Haj, M., Kruschwitz, U. & Fox, C., 2010, Language Resources (LRs) and Human Language Technologies (HLT) for Semitic Languages workshop held in conjunction with the 7th International Language Resources and Evaluation Conference (LREC 2010). Valletta, Malta: LREC 2010, p. 36-39 4 p.

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

  33. Published

    Evaluation of query-based Arabic text summarization system

    El-Haj, M. & Hammo, B., 2008, Natural Language Processing and Knowledge Engineering, 2008. NLP-KE '08. International Conference on. Beijing, China: IEEE Computer Society, p. 1-7 7 p.

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

  34. Published

    Experimenting with automatic text summarization for Arabic

    El-Haj, M., Kruschwitz, U. & Fox, C., 2011, Human language technology - challenges for computer science and linguistics: 4th Language and Technology Conference, LTC 2009, Poznan, Poland, November 6-8, 2009, Revised Selected Papers. Vetulani, Z. (ed.). Berlin: Springer, p. 490-499 10 p. (Lecture Notes in Computer Science; vol. 6652).

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

  35. Published

    Multi-document Arabic text summarisation

    El-Haj, M., Kruschwitz, U. & Fox, C., 2011, Computer Science and Electronic Engineering Conference (CEEC), 2011 3rd. IEEE, p. 365-369 5 p.

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

  36. Published

    Exploring clustering for multi-document Arabic summarisation

    El-Haj, M., Kruschwitz, U. & Fox, C., 2011, Information Retrieval Technology: 7th Asia Information Retrieval Societies Conference, AIRS 2011, Dubai, United Arab Emirates, December 18-20, 2011. Proceedings. Salem, M. V. M., Shaalan, K., Oroumchian, F., Shakery, A. & Khelalfa, H. (eds.). Berlin: Springer, p. 550-561 12 p. (Lecture Notes in Computer Science; vol. 7097).

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

  37. Published

    University of Essex at the TAC 2011 Multilingual Summarisation Pilot

    El-Haj, M., Kruschwitz, U. & Fox, C., 2011, Proceedings of the Text Analysis Conference (TAC) 2011, MultiLing Summarisation Pilot, Maryland, USA. Maryland, USA: TAC, 7 p.

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

  38. Published

    UKDA keyword indexing with a SKOS version of HASSET thesaurus

    El-Haj, M., 2013, Cologne, Germany: iAssist.

    Research output: Working paper

  39. Published

    Using a keyness metric for single and multi document summarisation

    El-Haj, M. & Rayson, P., 08/2013, Proceedings of the MultiLing 2013 Workshop on Multilingual Multi-document summarization . Sofia, Bulgaria: Association for Computational Linguistics, p. 64-71 8 p.

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

  40. Published

    An experiment in automatic indexing using the HASSET thesaurus

    El-Haj, M., Balkan, L., Barbalet, S., Bell, L. & Shepherdson, J., 17/09/2013, Computer Science and Electronic Engineering Conference (CEEC), 2013 5th. IEEE, p. 13-18 6 p.

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

  41. Published

    Detecting document structure in a very large corpus of UK financial reports

    El-Haj, M., Rayson, P., Young, S. & Walker, M., 2014, LREC'14 Ninth International Conference on Language Resources and Evaluation . Reykjavik, Iceland: European Language Resources Association (ELRA), p. 1335-1338 4 p. 402. (Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC-2014)).

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

  42. Published

    Language independent evaluation of translation style and consistency: comparing human and machine translations of Camus’ novel “The Stranger”

    El-Haj, M., Rayson, P. & Hall, D., 2014, Text, speech and dialogue: 17th International Conference, TSD 2014, Brno, Czech Republic, September 8-12, 2014. Proceedings. Sojka, P., Horák, A., Kopecek, I. & Pala, K. (eds.). Springer International Publishing, p. 116-124 9 p. (Lecture Notes in Computer Science; vol. 8655).

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

  43. Published

    Creating language resources for under-resourced languages: methodologies, and experiments with Arabic

    El-Haj, M., Kruschwitz, U. & Fox, C., 09/2015, In: Language Resources and Evaluation. 49, 3, p. 549-580 32 p.

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

  44. Published

    Experimenting with automatic summarization of Arabic text

    El-Haj, M., 2008, Amman, Jordan: The University of Jordan.

    Research output: Thesis › Master's Thesis

  45. Published

    Computer-based analysis of the strategic content of UK annual report narratives

    El-Haj, M., Athanasakou, V., Rayson, P., Young, S. & Walker, M., 2014. 6 p.

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

  46. Published

    KALIMAT a multipurpose Arabic corpus

    El-Haj, M. & Koulali, R., 2013, p. 22-25. 4 p.

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

  47. Published

    Arabic multi-document text summarisation

    El-Haj, M., 2012, Colchester, Essex: University of Essex. 165 p.

    Research output: Thesis › Doctoral Thesis

  48. Published

    OSMAN: a novel Arabic readability metric

    El-Haj, M. & Rayson, P. E., 23/05/2016, Proceedings of the Language Resources and Evaluation Conference 2016. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). 10 ed. Slovenia: European Language Resources Association (ELRA), p. 250-255 6 p. 77

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

  49. Published

    Learning tone and attribution for financial text mining

    El-Haj, M., Rayson, P. E., Young, S. E., Walker, M., Moore, A., Athanasakou, V. & Schleicher, T., 23/05/2016, Proceedings of 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. 1820-1825 6 p.

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

  50. Published

    Creating and validating multilingual semantic representations for six languages: expert versus non-expert crowds

    El-Haj, M., Rayson, P., Piao, S. & Wattam, S., 3/04/2017, Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 61-71 11 p.

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

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