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Dictionary Functions - Check Abb/Acr
I. Introduction
Abbreviations and acronyms should be checked separately for spelling errors to increase the performance. Abbreviations and acronyms could include mixed cases as shown in the table below.
Capitalized | Ara Us, Ast, Aza |
---|---|
Mixed Cases | AChE, ACh-esterase, Ala, araA, araCTP, Armenian S.S.R. |
lower case | cdc kinase subunit 1, eppin, mael |
upper case | AA, AB, ABC |
II. Approaches
Three approaches are compared as follows:
III. Results
Test cSpell with Single-Word, English-Word as dictionary:
Approach | TP|Ret|Rel | Precision | Recall | F1 |
---|---|---|---|---|
Algorithm | 521|710|814 | 0.7338 | 0.6400 | 0.6837 |
Data-Case | 522|710|814 | 0.7352 | 0.6413 | 0.6850 |
Data-No Case | 521|703|814 | 0.7411 | 0.6400 | 0.6869 |
IV. Results of Combining ProperNoun and AA
Test cSpell with Single-Word, English-Word as dictionary:
Approach | TP|Ret|Rel | Precision | Recall | F1 |
---|---|---|---|---|
Algorithm | 521|710|814 | 0.7338 | 0.6400 | 0.6837 |
Data-Case | 538|757|814 | 0.7107 | 0.6609 | 0.6849 |
Data-No Case | 537|745|814 | 0.7208 | 0.6597 | 0.6889 |