LENS: Learning Entities from Narratives of Skin Cancer

Lal, D. M., Rayson, P., Peter, C., Ezeani, I., El-Haj, M., Zhu, Y. & Liu, Y., 22/01/2025, Proceedings of the 31st International Conference on Computational Linguistics: System Demonstrations. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B. D., Schockaert, S., Mather, B. & Dras, M. (eds.). Abu Dhabi, UAE: Association for Computational Linguistics, p. 20-27 8 p.

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Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding?

Lal, D. M., Rayson, P. & El-Haj, M., 20/01/2025, Proceedings of the First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages. Weerasinghe, R., Anuradha, I. & Sumanathilaka, D. (eds.). Abu Dhabi: Association for Computational Linguistics, p. 1-10 10 p.

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The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature

AbuHaija, I., Al Mandhari, S., El-Haj, M., Sibony, J. & Rayson, P., 20/01/2025, Proceedings of the first International Workshop on Nakba Narratives as Language Resources. Jarrar, M., Habash, H. & El-Haj, M. (eds.). Abu Dhabi: Association for Computational Linguistics, p. 37-47 11 p.

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AraFinNLP 2024: The First Arabic Financial NLP Shared Task

Malaysha, S., El-Haj, M., Ezzini, S., Khalilia, M., Jarrar, M., Almujaiwel, S., Berrada, I. & Bouamor, H., 16/08/2024, Proceedings of The Second Arabic Natural Language Processing Conference. Habash, N. (ed.). Kerrville, Texas: Association for Computational Linguistics (ACL Anthology), p. 393-402 10 p.

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Is it Offensive or Abusive? An Empirical Study of Hateful Language Detection of Arabic Social Media Texts?

Al Mandhari, S., El-Haj, M. & Rayson, P., 29/07/2024, The First International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security (NLPAICS). Mitkov, R. (ed.). Lancaster : Lancaster University

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The Multilingual Corpus of World’s Constitutions (MCWC)

El-Haj, M. & Ezzini, S., 25/05/2024, 6th Workshop on Open-Source Arabic Corpora and Processing Tools, OSACT 2024 with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation at LREC-COLING 2024 - Workshop Proceedings. Al-Khalifa, H., Darwish, K., Mubarak, H., Ali, M. & Elsayed, T. (eds.). Turin: European Language Resources Association (ELRA), p. 57-66 10 p. (6th Workshop on Open-Source Arabic Corpora and Processing Tools, OSACT 2024 with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation at LREC-COLING 2024 - Workshop Proceedings).

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The Financial Document Causality Detection Shared Task (FinCausal 2023)

Moreno-Sandoval, A., Porta-Zamorano, J., Carbajo-Coronado, B., Samy, D., Mariko, D. & El-Haj, M., 1/02/2024, 2023 IEEE International Conference on Big Data. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C.-W. & Agrawal, R. (eds.). Los Alamitos, CA, USA: IEEE Computer Society Press, p. 2855-2860 6 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

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The Financial Narrative Summarisation Shared Task (FNS 2023)

Zavitsanos, E., Kosmopoulos, A., Giannakopoulos, G., Litvak, M., Carbajo-Coronado, B., Moreno-Sandoval, A. & El-Haj, M., 1/02/2024, 2023 IEEE International Conference on Big Data (BigData). He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C.-W. & Agrawal, R. (eds.). IEEE Computer Society Press, p. 2890-2896 7 p.

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Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023)

Kang, J., Patel, M., Agrawal, A., Sevitha, S., Srinivasa, R., Bellato, S., Kumar, M. A., Tsang, N. & El-Haj, M., 22/01/2024, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C.-W. & Agrawal, R. (eds.). Los Alamitos, CA, USA: IEEE Computer Society Press, p. 2839-2844 6 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

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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.

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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).

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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)).

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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).

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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.

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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.

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IgboBERT Models: Building and Training Transformer Models for the Igbo Language

Chukwuneke, C., 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.

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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.

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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.

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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.

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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.

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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).

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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.

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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.

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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.

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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.

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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/ISSN › Conference contribution/Paper › peer-review