Papers with modular processing pipeline
The Classical Language Toolkit: An NLP Framework for Pre-Modern Languages (2021.acl-demo)
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Kyle P. Johnson, Patrick J. Burns, John Stewart, Todd Cook, Clément Besnier, William J. B. Mattingly
| Challenge: | Classical Language Toolkit (CLTK) is an NLP framework for pre-modern languages . authors say it assumes pre-existing living languages, neglecting important characteristics of non-spoken historical languages despite their existence . |
| Approach: | The paper announces version 1.0 of the Classical Language Toolkit (CLTK) it is an NLP framework for pre-modern languages that uses assumptions specific to living languages . authors propose a modular processing pipeline that balances competing demands of algorithmic diversity with pre-configured defaults . |
| Outcome: | The Classical Language Toolkit (CLTK) is a new NLP framework for pre-modern languages . the framework is based on the existing frameworks and is available for almost 20 languages - including models . |