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  1. 2023
  2. Published

    Machine Learning Methods for Human Identification from Dorsal Hand Images

    Alghamdi, M., 27/06/2023, Lancaster University. 147 p.

    Research output: Thesis › Doctoral Thesis

  3. 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

  4. Published

    Semantic Tagging for the Urdu Language: Annotated Corpus and Multi-Target Classification Methods

    Shafi, J., Nawab, R. M. A. & Rayson, P., 17/06/2023, In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 22, 6, p. 175:1-175:32 32 p., 175.

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

  5. Published

    Feasibility of Emotions as Features for Suicide Ideation Detection in Social Media

    Arreerard, R. & Piao, S., 16/06/2023.

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

  6. Published

    Automatic Generation of Multiple-Choice Test Items from Paragraphs Using Deep Neural Networks

    Mitkov, R., Ha, L. A., Maslak, H., Ranasinghe, T. & Sosoni, V., 5/06/2023, Advancing Natural Language Processing in Educational Assessment. Yaneva, V. & von Davier, M. (eds.). London: Routledge, p. 77-89 13 p. (NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  7. Published

    Influence of CYP2A6 genetic variation, nicotine dependence severity, and treatment on smoking cessation success

    Chenoweth, M. J., Lerman, C., Knight, J. & Tyndale, R. F., 1/06/2023, In: Nicotine and Tobacco Research. 25, 6, p. 1207-1211 5 p.

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

  8. Published

    Evaluating the Impact of Text De-Identification on Downstream NLP Tasks

    Lothritz, C., Lebichot, B., Allix, K., Ezzini, S., Bissyandé, T. F., Klein, J., Boytsov, A., Lefebvre, C. & Goujon, A., 30/05/2023, The 24rd Nordic Conference on Computational Linguistics. Alumae, T. & Fishel, M. (eds.). University of Tartu Library, Vol. 52. p. 10-16 (NEALT Proceedings).

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

  9. Published

    On-line Estimators for Ad-hoc Task Execution: Learning Types and Parameters of Teammates for Effective Teamwork JAAMAS Track

    do Carmo Alves, M. A., Yourdshahi, E. S., Varma, A., Marcolino, L. S., Ueyama, J. & Angelov, P., 30/05/2023, Proceedings of AAMAS-2023. New York: ACM, Vol. 2023-May. p. 140-142 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

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

  10. Published

    Understanding corpus text prototypicality: A multifaceted problem

    Anthony, L., Smith, N., Hoffmann, S. & Rayson, P., 18/05/2023.

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

  11. Forthcoming

    Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants

    Mitkov, R., Haddad Haddad, A., Dola Mullage, D. & Ranasinghe, T., 17/05/2023, (Accepted/In press) In: Procesamiento del Lenguaje Natural. 71

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

  12. Published

    AI-based Question Answering Assistance for Analyzing Natural-language Requirements

    Ezzini, S., Abualhaija, S., Arora, C. & Sabetzadeh, M., 14/05/2023, 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE). Institute of Electrical and Electronics Engineers (IEEE), p. 1277-1289

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

  13. Published

    Contrastive Training with More Data

    Mander, S., Piao, S. & Rahmani, H., 1/05/2023.

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

  14. Published

    Extracting Imprecise Geographical and Temporal References from Journey Narratives

    Ezeani, I., Rayson, P. & Gregory, I., 2/04/2023, Text2Story 2023 Sixth Workshop on Narrative Extraction From Texts: Proceedings of Text2Story — Sixth Workshop on Narrative Extraction From Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023). CEUR Workshop Proceedings, p. 113-118 5 p. 11. (CEUR Workshop Proceedings; vol. 3370).

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

  15. Published

    Self-Supervised Leaf Segmentation under Complex Lighting Conditions

    Lin, X., Li, C.-T., Adams, S., Kouzani, A. Z., Jiang, R., He, L., Hu, Y., Vernon, M., Doeven, E. H., Webb, L., Mcclellan, T. & Guskic, A., 31/03/2023, In: Pattern Recognition. 135, 14 p., 109021.

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

  16. Published

    The ParlaMint corpora of parliamentary proceedings

    Erjavec, T., Ogrodniczuk, M., Osenova, P., Ljubešić, N., Simov, K., Pančur, A., Rudolf, M., Kopp, M., Barkarson, S., Steingrímsson, S., Çöltekin, Ç., de Does, J., Depuydt, K., Agnoloni, T., Venturi, G., Pérez, M. C., de Macedo, L. D., Navarretta, C., Luxardo, G. & Coole, M. & 8 others, Rayson, P., Morkevičius, V., Krilavičius, T., Darǵis, R., Ring, O., van Heusden, R., Marx, M. & Fišer, D., 31/03/2023, In: Language Resources and Evaluation. 57, 1, p. 415-448 34 p.

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

  17. Forthcoming

    IgboNER 2.0: Expanding Named Entity Recognition Datasets via Projection

    Chukwuneke, C., Rayson, P., Ezeani, I., El-Haj, M., Asogwa, D., Okpalla, C. & Mbonu, C., 3/03/2023, (Accepted/In press).

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

  18. Published

    Fool’s Errand: Looking at April Fools Hoaxes as Disinformation Through the Lens of Deception and Humour

    Dearden, E. & Baron, A., 26/02/2023, Computational Linguistics and Intelligent Text Processing: 20th International Conference, CICLing 2019, La Rochelle, France, April 7–13, 2019, Revised Selected Papers, Part I. Gelbukh, A. (ed.). Cham: Springer, p. 451-467 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13451 LNCS).

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

  19. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

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

  20. Published

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

  21. Published

    A Multi-modal Biometric Approach Based on Score-level Fusion and Fine-tuning Deep Learning Features

    Alghamdi, M., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022. Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-6 6 p.

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

  22. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation

    Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).

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

  23. 2022
  24. Published

    MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition

    Adelani, D. I., Neubig, G., Ruder, S., Rijhwani, S., Beukman, M., Palen-Michel, C., Lignos, C., Alabi, J. O., Muhammad, S. H., Nabende, P., Dione, C. M. B., Bukula, A., Mabuya, R., Dossou, B. F. P., Sibanda, B., Buzaaba, H., Mukiibi, J., Kalipe, G., Mbaye, D. & Taylor, A. & 25 others, Kabore, F. O., Emezue, C. C., Anuoluwapo, A., Ogayo, P., Gitau, C., Munkoh-Buabeng, E., Koagne, V. M., Tapo, A. A., Macucwa, T., Marivate, V., Mboning, E., Gwadabe, T., Adewumi, T. P., Ahia, O., Nakatumba-Nabende, J., Mokono, N. L., Ezeani, I., Chukwuneke, C., Adeyemi, M., Hacheme, G., Abdulmumin, I., Ogundepo, O., Yousuf, O., Ngoli, T. M. & Klakow, D., 15/11/2022, In: arXiv. abs/2210.12391, 22 p.

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

  25. Published

    WikiDoMiner: wikipedia domain-specific miner

    Ezzini, S., Abualhaija, S. & Sabetzadeh, M., 9/11/2022, ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). Association for Computing Machinery (ACM), p. 1706-1710 5 p. (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

  26. Published

    Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure

    Alghamdi, M., Angelov, P. & Lopez Pellicer, A., 7/11/2022, In: Neurocomputing. 513, p. 83-93 11 p.

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

  27. Published

    TAPHSIR: towards AnaPHoric ambiguity detection and ReSolution in requirements

    Ezzini, S., Abualhaija, S., Arora, C. & Sabetzadeh, M., 7/11/2022, ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). Association for Computing Machinery (ACM), p. 1677-1681 5 p. (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

  28. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation.

    Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P.-P., 23/10/2022, In: arXiv. abs/2210.12820

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

  29. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (Editor), Zhang, L. (Editor), Wei, H.-L. (Editor), Crookes, D. (Editor) & Chazot, P. (Editor), 20/10/2022, London: CRC Press. 370 p.

    Research output: Book/Report/Proceedings › Book

  30. Published

    Attribution of stratospheric and tropospheric ozone changes between 1850 and 2014 in CMIP6 models

    Zeng, G., Morgenstern, O., Williams, J. H. T., O’Connor, F. M., Griffiths, P. T., Keeble, J., Deushi, M., Horowitz, L. W., Naik, V., Emmons, L. K., Abraham, N. L., Archibald, A. T., Bauer, S. E., Hassler, B., Michou, M., Mills, M. J., Murray, L. T., Oshima, N., Sentman, L. T. & Tilmes, S. & 2 others, Tsigaridis, K. & Young, P. J., 27/08/2022, In: Journal of Geophysical Research: Atmospheres. 127, 16, 34 p., e2022JD036452.

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

  31. Published

    Explainable-by-Design Deep Learning

    Almeida Soares, E., 15/08/2022, Lancaster University. 160 p.

    Research output: Thesis › Doctoral Thesis

  32. Published

    On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork

    Shafipour Yourdshahi, E., do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L., Ueyama, J. & Angelov, P., 13/08/2022, In: Autonomous Agents and Multi-Agent Systems. 36, 45.

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

  33. Published

    Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection

    Dinakaran, R., Zhang, L., Li, C.-T., Bouridane, A. & Jiang, R., 1/08/2022, In: Remote Sensing. 14, 15, 17 p., 3680.

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

  34. Published

    RETRACTED EBSRMF: Ensemble Based Similarity-Regularized Matrix Factorization to Predict Anticancer Drug Responses

    Shahzad, M., Tahir, M. A., Khan, M. A., Jiang, R. & Shams, R. A., 21/07/2022, In: Journal of Intelligent and Fuzzy Systems. 43, 3, p. 3443-3452 10 p.

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

  35. Published

    Automated handling of anaphoric ambiguity in requirements: a multi-solution study

    Ezzini, S., Abualhaija, S., Arora, C. & Sabetzadeh, M., 5/07/2022, ICSE. p. 187-199 13 p. (Proceedings - International Conference on Software Engineering; vol. 2022-May).

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

  36. Published

    Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

    Jiang, R., Chazot, P. L., Pavese, N., Crookes, D., Bouridane, A. & Celebi, M. E., 30/06/2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 6, p. 2703-2713 11 p., 6.

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

  37. 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

  38. Published

    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.

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

  39. Published

    Survey on Thai NLP Language Resources and Tools

    Arreerard, R., Mander, S. & Piao, S., 16/06/2022, Language Resources and Evaluation Conference LREC 2022 Proceedings. Paris: European Language Resources Association (ELRA), p. 6495-6505 11 p.

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

  40. Published

    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.

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

  41. Published

    iPOF: Improving Peer Online Forums

    Lobban, F., Rayson, P. & Coole, M., 15/06/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  42. Published

    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.

    Research output: Book/Report/Proceedings › Proceedings

  43. Published

    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.

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

  44. Published

    Textual Variations Affect Human Judgements of Sentiment Values

    Lee Teh, P., Rayson, P., Pak, I., Piao, S., Sze Yin Ho, J., Moore, A. & Cheah, Y.-N., 31/05/2022, In: Electronic Commerce Research and Applications. 53, 11 p., 101149.

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

  45. Published

    Towards Robust Diagnosis of COVID-19 using Vision Self-attention Transformer

    Mehboob, F., Rauf, A., Jiang, R., Saudagar, A. K. J., Malik, K. M., Khan, M. B., Hasnat, M. H. A., AlTameem, A. & AlKhathami, M., 26/05/2022, In: Scientific Reports. 12, 12 p., 8922.

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

  46. Published

    AdLeap-MAS: An Open-source Multi-Agent Simulator for Ad-hoc Reasoning: Demonstration Track

    do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L. & Elkhatib, Y., 9/05/2022, AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems. New York: ACM, p. 1893-1895 3 p.

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

  47. Published

    Exploring Novel Datasets and Methods for the Study of False Information

    Dearden, E., 1/04/2022, Lancaster University. 298 p.

    Research output: Thesis › Doctoral Thesis

  48. Published

    Making Canonical Workflow Building Blocks Interoperable across Workflow Languages

    Soiland-Reyes, S., Bayarri, G., Andrio, P., Long, R., Lowe, D., Niewielska, A., Hospital, A. & Groth, P., 1/04/2022, In: Data Intelligence. 4, 2, p. 342-357 16 p.

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

  49. Published

    Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data

    Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.

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

  50. Published

    Analysis of Popular Social Media Topics Regarding Plastic Pollution

    Teh, P. L., Piao, S., Almansour, M., Ong, H. F. & Ahad, A., 1/02/2022, In: Sustainability. 14, 3, 23 p., 1709.

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

  51. Published

    Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns

    Alghamdi, M., Angelov, P. & Williams, B., 24/01/2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.

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

  52. 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

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