This paper presents the application of a neural architecture to the identification of place names in English historical texts. We test the impact of different word embeddings and we compare the results to the ones obtained with the Stanford NER module of CoreNLP before and after the retraining using a novel corpus of manually annotated historical travel writings.
Arretium or Arezzo? A Neural Approach to the Identification of Place Names in Historical Texts / Sprugnoli, Rachele. - (2018), pp. 360-365. ( Fifth Italian Conference on Computational Linguistics (CLiC-it 2018) Torino, Italy 10-12 December 2018).
Arretium or Arezzo? A Neural Approach to the Identification of Place Names in Historical Texts
Rachele Sprugnoli
2018-01-01
Abstract
This paper presents the application of a neural architecture to the identification of place names in English historical texts. We test the impact of different word embeddings and we compare the results to the ones obtained with the Stanford NER module of CoreNLP before and after the retraining using a novel corpus of manually annotated historical travel writings.File in questo prodotto:
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