#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.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.Exploring Abstractive Text Summarisation for Podcasts: A Comparative Study of BART and T5 Models
Saxena, P. & El-Haj, M., 6/09/2023. 11 p.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.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.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).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).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)).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).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.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.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.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.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.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.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.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.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.The Financial Causality Extraction Shared Task (FinCausal 2022)
Mariko, D., Trottier, K. & El-Haj, M., 15/06/2022, p. 114-116. 3 p.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.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.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.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.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.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).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.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).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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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 PublishingProfiling 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.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.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.Readability of Arabic vs English Patient Educational Materials
El Haj, M., Malik, A. & Paasche-Orlow, M. K., 12/04/2018. 2 p.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.A Comparison Between Genetics Papers Relating to Immune Disorders and Psychiatric Disorders
El-Haj, M., Piao, S. S., Rayson, P. E. & Knight, J., 11/09/2017.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.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.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.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. 77Creating 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.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).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.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)).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).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.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.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.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.KALIMAT a multipurpose Arabic corpus
El-Haj, M. & Koulali, R., 2013, p. 22-25. 4 p.UKDA keyword indexing with a SKOS version of HASSET thesaurus
El-Haj, M., 2013, Cologne, Germany: iAssist.Arabic multi-document text summarisation
El-Haj, M., 2012, Colchester, Essex: University of Essex. 165 p.Assessing crowdsourcing quality through objective tasks
Aker, A., El-Haj, M., Albakour, M-D. & Kruschwitz, U., 2012, Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12). Istanbul, Turkey: European Language Resources Association (ELRA), p. 1456-1461 6 p.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).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).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.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.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.Understanding the Quran: a new grand challenge for computer science and artificial intelligence
Atwell, E., Habash, N., Louw, B., Abu Shawar, B., McEnery, T., Zaghouani, W. & El-Haj, M., 2010. 2 p.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.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.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.Experimenting with automatic summarization of Arabic text
El-Haj, M., 2008, Amman, Jordan: The University of Jordan.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.