This code was created as part of the seed-funded project "Computational models of meaning change in natural language texts" (SF042) funded by The Alan Turing Institute, PI: Barbara McGillivray, project team: Dr Simon Hengchen, Dr Valerio Perrone, Prof Jim Smith, Dr Alessandro Vatri, and Mr Marco Palma.
This folder contains the code for the book chapter Perrone, V., Hengchen, S., Palma, M., Vatri, A., Smith, J. Q. and McGillivray, B. (forthcoming). In Nina Tahmasebi, Lars Borin, Adam Jatowt, Yang Xu, Simon Hengchen (eds). Computational Approaches to Semantic Change. Berlin: Language Science Press. Preprint: https://arxiv.org/pdf/2101.09069.pdf.
This folder contains the Python3 code that runs the evalution of the model.
This folder contains some notes on the genre-topic model, an extension of SCAN that leverages genre meta-data.
This folder contains the main Go code for the semantic-change model and the results.
Genre ids:
"Comedy" = 0 "Essays" = 1 "Letters" = 2 "Narrative" = 3 "Oratory" = 4 "Philosophy" = 5 "Poetry" = 6 "Religion" = 7 "Technical" = 8 "Tragedy" = 9
Expert annotation for kosmos: https://github.com/alan-turing-institute/seed-semantic-change/blob/master/corpus_scripts_output/senses_59339_142.txt
Output of SCAN:
On Ancient Greek: seed-semantic-change-master/src/dynamic-senses/greek_input/all_results/kosmos_simon_k15, etc.
On Latin: seed-semantic-change/src/dynamic-senses/latin_input/SCAN
Output of GASC:
On Ancient Greek: seed-semantic-change-master/src/dynamic-senses/greek_input/all_results/genre_topic_output
On Latin: