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

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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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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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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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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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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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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.

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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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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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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 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 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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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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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.

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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.

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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.

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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.

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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.

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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.

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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

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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.

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