William Soto Martinez — accepted AI-conference papers

2025

Multilingual Verbalisation of Knowledge Graphs

Yifei Song, William Soto Martinez, Anna Nikiforovskaya, Evan Chapple, Claire Gardent

EMNLP 2025

Most work on Knowledge Graph (KG) verbalisation is monolingual leaving open the question of how to scale KG-to-Text generation to languages with varying amounts of resources. In this work, we explore KG-to-Text generation on nine languages including five high-resource (HR) languages (English, Chines

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2025

Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores

William Soto Martinez, Yannick Parmentier, Claire Gardent

ACL 2025finding

Performance in the KG-to-Text task has improved over the years, particularly in English. However, models are still prone to mistakes like Additions and Omissions. Furthermore, few languages are taken into account since both train and test data are not readily available. In this paper, we hope to fac…

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