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Dr Carla Perez Almendros
Timau a rolau for Carla Perez Almendros
Darlithydd
Staff academaidd ac ymchwil
Trosolwyg
Rwy'n ddarlithydd ac ymchwilydd yn yr Ysgol Cyfrifiadureg a Gwybodeg, gan arbenigo mewn Prosesu Iaith Naturiol (NLP). Cyn fy ngyrfa yn NLP, astudiais Gysylltiadau Cyhoeddus a Chyfrifoldeb Cymdeithasol a gweithiais am 10+ mlynedd mewn cyfathrebu, yn enwedig yn y sector dielw.
Roedd fy PhD yn canolbwyntio ar ganfod Langauge Nawddoglyd a Disgyn yn awtomatig tuag at gymunedau bregus. Ers hynny, rwyf wedi arbenigo mewn tuedd (cynnil) , microymosodiadau a chanfod gwahaniaethu trwy ac o fewn modelau NLP.
Fy mhrif bynciau ymchwil yw cymwysiadau ar gyfer Prosesu Iaith Naturiol (NLP), NLP ar gyfer effaith gymdeithasol ac AI Cyfrifol.
Cyhoeddiad
2024
- Myung, J. et al. 2024. BLEND: A benchmark for LLMs on everyday knowledge in diverse cultures and languages. Presented at: 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks, Vancouver, BC, Canada, 9-15 December 2024 Presented at Globerson, A. et al. eds.NeurIPS Proceedings: Advances in Neural Information Processing Systems, Vol. 37. Curran Associates, Inc. pp. 78104-78146.
- Antypas, D., Sen, I., Perez Almendros, C., Camacho Collados, J. and Barbieri, F. 2024. Sensitive content classification in social media: A holistic resource and evaluation. [Online]. arXiv. (10.48550/arXiv.2411.19832) Available at: https://doi.org/10.48550/arXiv.2411.19832
- Antypas, D., Arnold, C., Camacho Collados, J., Ousidhoum, N. and Perez Almendros, C. 2024. Words as trigger points in social media discussions. [Online]. arXiv. (10.48550/arXiv.2405.10213) Available at: https://doi.org/10.48550/arXiv.2405.10213
- Perez Almendros, C. and Camacho Collados, J. 2024. Do Large Language Models understand mansplaining? Well, actually... Presented at: LREC-COLING 2024 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, Torino, Itay, 20-25 May 2024 Presented at Calzolari, N. et al. eds.Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). ELRA and ICCL pp. 5235-5246.
2023
- Perez Almendros, C. 2023. Automatic detection of patronizing and condescending language towards vulnerable communities. PhD Thesis, Cardiff University.
2022
- Perez Almendros, C. and Schockaert, S. 2022. Identifying condescending language: a tale of two distinct phenomena?. Presented at: Second Workshop on NLP for Positive Impact (NLP4PI), Abu Dhabi, United Arab Emirates (Hybrid), 7 December 2022 Presented at Biester, L. et al. eds.Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI). Association for Computational Linguistics pp. 130–141., (10.18653/v1/2022.nlp4pi-1.15)
- Perez-Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2022. SemEval-2022 task 4: patronizing and condescending language detection. Presented at: 16th International Workshop on Semantic Evaluation (SemEval-2022), Seattle, United States, July 2022 Presented at Emerson, G. et al. eds.Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Association for Computational Linguistics pp. 298–307., (10.18653/v1/2022.semeval-1.38)
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2022. Pre-training language models for identifying patronizing and condescending language: an analysis. Presented at: LREC 2022, Marseille; France, 20-25 June 2022Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022). European Language Resources Association pp. 3902-3911.
2020
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2020. Don’t patronize me! An annotated dataset with patronizing and condescending language towards vulnerable communities. Presented at: 28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, 13-18 December 2020 Presented at Scott, D., Bel, N. and Zong, C. eds.Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics pp. 5891–5902., (10.18653/v1/2020.coling-main.518)
2019
- Torres Valdés, R. M., Santa Soriano, A. and Pérez Almendros, C. 2019. The transference of theoretical models to productive transdisciplinary intersections in public relations management: Eight case studies addressing wicked problems. Public Relations Review 45(5), article number: 101799. (10.1016/j.pubrev.2019.101799)
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2019. Cardiff University at SemEval-2019 Task 4: Linguistic features for hyperpartisan news detection. Presented at: SemEval-2019: International Workshop on Semantic Evaluation, Minneapolis, Minnesota, USA, 6-7 June 2019. Association for Computational Linguistics pp. 929-933., (10.18653/v1/S19-2158)
Articles
- Torres Valdés, R. M., Santa Soriano, A. and Pérez Almendros, C. 2019. The transference of theoretical models to productive transdisciplinary intersections in public relations management: Eight case studies addressing wicked problems. Public Relations Review 45(5), article number: 101799. (10.1016/j.pubrev.2019.101799)
Conferences
- Myung, J. et al. 2024. BLEND: A benchmark for LLMs on everyday knowledge in diverse cultures and languages. Presented at: 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks, Vancouver, BC, Canada, 9-15 December 2024 Presented at Globerson, A. et al. eds.NeurIPS Proceedings: Advances in Neural Information Processing Systems, Vol. 37. Curran Associates, Inc. pp. 78104-78146.
- Perez Almendros, C. and Camacho Collados, J. 2024. Do Large Language Models understand mansplaining? Well, actually... Presented at: LREC-COLING 2024 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, Torino, Itay, 20-25 May 2024 Presented at Calzolari, N. et al. eds.Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). ELRA and ICCL pp. 5235-5246.
- Perez Almendros, C. and Schockaert, S. 2022. Identifying condescending language: a tale of two distinct phenomena?. Presented at: Second Workshop on NLP for Positive Impact (NLP4PI), Abu Dhabi, United Arab Emirates (Hybrid), 7 December 2022 Presented at Biester, L. et al. eds.Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI). Association for Computational Linguistics pp. 130–141., (10.18653/v1/2022.nlp4pi-1.15)
- Perez-Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2022. SemEval-2022 task 4: patronizing and condescending language detection. Presented at: 16th International Workshop on Semantic Evaluation (SemEval-2022), Seattle, United States, July 2022 Presented at Emerson, G. et al. eds.Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Association for Computational Linguistics pp. 298–307., (10.18653/v1/2022.semeval-1.38)
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2022. Pre-training language models for identifying patronizing and condescending language: an analysis. Presented at: LREC 2022, Marseille; France, 20-25 June 2022Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022). European Language Resources Association pp. 3902-3911.
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2020. Don’t patronize me! An annotated dataset with patronizing and condescending language towards vulnerable communities. Presented at: 28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, 13-18 December 2020 Presented at Scott, D., Bel, N. and Zong, C. eds.Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics pp. 5891–5902., (10.18653/v1/2020.coling-main.518)
- Perez Almendros, C., Espinosa-Anke, L. and Schockaert, S. 2019. Cardiff University at SemEval-2019 Task 4: Linguistic features for hyperpartisan news detection. Presented at: SemEval-2019: International Workshop on Semantic Evaluation, Minneapolis, Minnesota, USA, 6-7 June 2019. Association for Computational Linguistics pp. 929-933., (10.18653/v1/S19-2158)
Thesis
- Perez Almendros, C. 2023. Automatic detection of patronizing and condescending language towards vulnerable communities. PhD Thesis, Cardiff University.
Websites
- Antypas, D., Sen, I., Perez Almendros, C., Camacho Collados, J. and Barbieri, F. 2024. Sensitive content classification in social media: A holistic resource and evaluation. [Online]. arXiv. (10.48550/arXiv.2411.19832) Available at: https://doi.org/10.48550/arXiv.2411.19832
- Antypas, D., Arnold, C., Camacho Collados, J., Ousidhoum, N. and Perez Almendros, C. 2024. Words as trigger points in social media discussions. [Online]. arXiv. (10.48550/arXiv.2405.10213) Available at: https://doi.org/10.48550/arXiv.2405.10213
Addysgu
Ieithyddiaeth Gyfrifiadurol - Darlithydd
Contact Details
Themâu ymchwil
Arbenigeddau
- Prosesu iaith naturiol
- Moeseg AI
- Modelau Iaith
- Rhagfarn yn NLP
- AI cyfrifol