@inproceedings{khallaf-etal-2025-freetxt,
title = "{F}ree{T}xt: Analyse and Visualise Multilingual Qualitative Survey Data for Cultural Heritage Sites",
author = "Khallaf, Nouran and
Ezeani, Ignatius and
Knight, Dawn and
Rayson, Paul and
El-Haj, Mo and
Vidler, John and
Davies, James and
Alva-Manchego, Fernando",
editor = "Angelova, Galia and
Kunilovskaya, Maria and
Escribe, Marie and
Mitkov, Ruslan",
booktitle = "Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era",
month = sep,
year = "2025",
address = "Varna, Bulgaria",
publisher = "INCOMA Ltd., Shoumen, Bulgaria",
url = "https://aclanthology.org/2025.ranlp-1.63/",
pages = "541--545",
abstract = "We introduce FreeTxt, a free and open-source web-based tool designed to support the analysis and visualisation of multilingual qualitative survey data, with a focus on low-resource languages. Developed in collaboration with stakeholders, FreeTxt integrates established techniques from corpus linguistics with modern natural language processing methods in an intuitive interface accessible to non-specialists. The tool currently supports bilingual processing and visualisation of English and Welsh responses, with ongoing extensions to other languages such as Vietnamese. Key functionalities include semantic tagging via PyMUSAS, multilingual sentiment analysis, keyword and collocation visualisation, and extractive summarisation. User evaluations with cultural heritage institutions demonstrate the system{'}s utility and potential for broader impact."
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%0 Conference Proceedings
%T FreeTxt: Analyse and Visualise Multilingual Qualitative Survey Data for Cultural Heritage Sites
%A Khallaf, Nouran
%A Ezeani, Ignatius
%A Knight, Dawn
%A Rayson, Paul
%A El-Haj, Mo
%A Vidler, John
%A Davies, James
%A Alva-Manchego, Fernando
%Y Angelova, Galia
%Y Kunilovskaya, Maria
%Y Escribe, Marie
%Y Mitkov, Ruslan
%S Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era
%D 2025
%8 September
%I INCOMA Ltd., Shoumen, Bulgaria
%C Varna, Bulgaria
%F khallaf-etal-2025-freetxt
%X We introduce FreeTxt, a free and open-source web-based tool designed to support the analysis and visualisation of multilingual qualitative survey data, with a focus on low-resource languages. Developed in collaboration with stakeholders, FreeTxt integrates established techniques from corpus linguistics with modern natural language processing methods in an intuitive interface accessible to non-specialists. The tool currently supports bilingual processing and visualisation of English and Welsh responses, with ongoing extensions to other languages such as Vietnamese. Key functionalities include semantic tagging via PyMUSAS, multilingual sentiment analysis, keyword and collocation visualisation, and extractive summarisation. User evaluations with cultural heritage institutions demonstrate the system’s utility and potential for broader impact.
%U https://aclanthology.org/2025.ranlp-1.63/
%P 541-545
Markdown (Informal)
[FreeTxt: Analyse and Visualise Multilingual Qualitative Survey Data for Cultural Heritage Sites](https://aclanthology.org/2025.ranlp-1.63/) (Khallaf et al., RANLP 2025)
ACL
- Nouran Khallaf, Ignatius Ezeani, Dawn Knight, Paul Rayson, Mo El-Haj, John Vidler, James Davies, and Fernando Alva-Manchego. 2025. FreeTxt: Analyse and Visualise Multilingual Qualitative Survey Data for Cultural Heritage Sites. In Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, pages 541–545, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria.