SiDiaC-v.2.0: Sinhala Diachronic Corpus Version 2.0
Organizations: Department of Computer Science & Engineering, University of Moratuwa, Sri Lanka · Research Department, Informatics Institute of Technology, Sri Lanka
Abstract
SiDiaC-v.2.0 is the largest comprehensive Sinhala Diachronic Corpus to date, covering a period from 1800 CE to 1955 CE in terms of publication dates, and a historical span from the 5th to the 20th century CE in terms of written dates. The corpus consists of 229k words across 185 literary works that underwent thorough filtering, preprocessing, and copyright compliance checks, followed by extensive post-processing. Additionally, a subset of 59 documents totalling 65k words was annotated based on their written dates. Texts from the National Library of Sri Lanka were selected from the SiDiaC-v.1.0 non-filtered list, which was digitised using Google Document AI OCR. This was followed by post-processing to correct formatting issues, address code-mixing, include special tokens, and fix malformed tokens. The construction of SiDiaC-v.2.0 was informed by practices from other corpora, such as FarPaHC, SiDiaC-v.1.0, and CCOHA. This was particularly relevant for syntactic annotation and text normalisation strategies, given the shared characteristics of low-resource language status between Faroese and the similar cleaning strategies utilised in CCOHA. This corpus is categorised into two layers based on genres: primary and secondary. The primary categorisation is binary, assigning each book to either Non-Fiction or Fiction. The secondary categorisation is more detailed, grouping texts under specific genres such as Religious, History, Poetry, Language, and Medical. Despite facing challenges due to limited resources, SiDiaC-v.2.0 serves as a comprehensive resource for Sinhala NLP, building upon the work previously done in SiDiaC-v.1.0.
Figures & tables
| Corpus | Post-Processing | Date-based Filtering | Documents | Total Words | Unique Words | Total Sentences |
| SiDiaC-v.1.0 | V.1.0 | ✓ | 46 | 58027 | 22837 | - |
| V.2.0 | ✓ | 40 | 43959 | 16025 | 2970 | |
| SiDiaC-v.2.0 | V.2.0 | ✗ | 185 | 229098 | 59331 | 11806 |
| V.2.0 | ✓ | 59 | 64805 | 21776 | 4363 |
Appendix figures & tables16 assets
Supplementary material from the paper’s appendix.
Appendix
| Dataset | Language | Time Span | Token Count | |
| Name | Class | |||
| ENGALL ( Davies, 2012 ) | English | 5 | - 1800 – - 1999 | |
| ENGFIC ( Davies, 2012 ) | English | 5 | - 1800 – - 1999 | |
| People in the News ( Hennig and Wilson, 2020 ) | English | 5 | - 2000 – - 2019 | |
| COHA ( Davies, 2012 ) | English | 5 | - 1810 – - 2009 | |
| EDGeS-English ( Bouma et al., 2020 ) | English | 5 | - 1301 – - 2020 | |
| Primary Category | Secondary Category | Total | ||||||
| Fiction | Non-Fiction | History | Language | Medical | Poetry | Religious | ||
| 1800 - 1820 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| 1820 - 1840 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 |
| 1840 - 1860 | 2 | 1 | 0 | 0 | 0 | 1 | 2 | 3 |
| 1860 - 1880 | 2 | 6 | 1 | 2 | 0 | 2 | 3 | 8 |
| 1880 - 1900 | 12 | 51 | 3 | 7 | 1 | 17 | 34 | *62 |
| Primary Category | Secondary Category | Total | ||||||
| Fiction | Non-Fiction | History | Language | Medical | Poetry | Religious | ||
| 5th | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| 12th | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| 13th | 1 | 12 | 1 | 3 | 0 | 1 | 8 | 13 |
| 14th | 2 | 2 | 1 | 0 | 0 | 0 | 3 | 4 |
| 15th | 4 | 4 | 0 | 2 | 0 | 3 | 3 | 8 |
| History | Language | Medical | Poetry | Religious | Unclassified | Total | |
| Fiction | 2 | 0 | 0 | 41 | 5 | 2 | 50 |
| Non-Fiction | 16 | 17 | 5 | 13 | 81 | 3 | 135 |
| Total | 18 | 17 | 5 | 54 | 86 | 5 | 185 |
| History | Language | Medical | Poetry | Religious | Unclassified | Total | |
| Fiction | 0 | 0 | 0 | 12 | 4 | 0 | 16 |
| Non-Fiction | 5 | 10 | 2 | 3 | 22 | 1 | 43 |
| Total | 5 | 10 | 2 | 15 | 26 | 1 | 59 |
| Title | Issued Date | Author | Written Date | Genre | OCR Confidence | |
| Primary | Secondary | |||||
| Adhimasa Sangrahawa | 1903 | Madhampe Dhammathilaka Himi | 1850 - 1903 | Non-Fiction | Religious | 0.969200 |
| Adhimasa Winishchaya | 1904 | Walikande Sri Sumangala Himi | 1850 - 1904 | Non-Fiction | Religious | 0.997100 |
| Anagathawanshaya: Methe Budu Siritha | 1934 | Watadhdhara Medhanandha Himi; Siri Parakumabahu Wilgammula Sangaraja Himi | 1325 - 1333 | Fiction | Religious | 0.999200 |
| Ashoka Shilalipi saha Prathimakarana Winishchaya | 1919 | D. E. Wickramasuriya | 1916 | Non-Fiction | History | 0.998900 |
| Dhaham Sarana | 1931 | Unknown | 1220 - 1293 | Fiction | Religious | 0.989100 |