Florentina Armaselu


2024

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Self-Evaluation of Generative AI Prompts for Linguistic Linked Open Data Modelling in Diachronic Analysis
Florentina Armaselu | Chaya Liebeskind | Giedre Valunaite Oleskeviciene
Proceedings of the Workshop on Deep Learning and Linked Data (DLnLD) @ LREC-COLING 2024

This article addresses the question of evaluating generative AI prompts designed for specific tasks such as linguistic linked open data modelling and refining of word embedding results. The prompts were created to assist the pre-modelling phase in the construction of LLODIA, a linguistic linked open data model for diachronic analysis. We present a self-evaluation framework based on the method known in literature as LLM-Eval. The discussion includes prompts related to the RDF-XML conception of the model, and neighbour list refinement, dictionary alignment and contextualisation for the term revolution in French, Hebrew and Lithuanian, as a proof of concept.

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LLODIA: A Linguistic Linked Open Data Model for Diachronic Analysis
Florentina Armaselu | Chaya Liebeskind | Paola Marongiu | Barbara McGillivray | Giedre Valunaite Oleskeviciene | Elena-Simona Apostol | Ciprian-Octavian Truica | Daniela Gifu
Proceedings of the 9th Workshop on Linked Data in Linguistics @ LREC-COLING 2024

This article proposes a linguistic linked open data model for diachronic analysis (LLODIA) that combines data derived from diachronic analysis of multilingual corpora with dictionary-based evidence. A humanities use case was devised as a proof of concept that includes examples in five languages (French, Hebrew, Latin, Lithuanian and Romanian) related to various meanings of the term “revolution” considered at different time intervals. The examples were compiled through diachronic word embedding and dictionary alignment.

2023

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Towards a Conversational Web? A Benchmark for Analysing Semantic Change with Conversational Knowledge Bots and Linked Open Data
Florentina Armaselu | Elena-Simona Apostol | Christian Chiarcos | Anas Fahad Khan | Chaya Liebeskind | Barbara McGillivray | Ciprian-Octavian Truica | Andrius Utka | Giedrė Valūnaitė-Oleškevičienė
Proceedings of the 4th Conference on Language, Data and Knowledge

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Workflow Reversal and Data Wrangling in Multilingual Diachronic Analysis and Linguistic Linked Open Data Modelling
Florentina Armaselu | Barbara McGillivray | Chaya Liebeskind | Giedrė Valūnaitė Oleškevičienė | Andrius Utka | Daniela Gifu | Anas Fahad Khan | Elena-Simona Apostol | Ciprian-Octavian Truica
Proceedings of the 4th Conference on Language, Data and Knowledge