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LUCI: Linguistic Uncertainty Classifier Interface

► Description

A Python implementation of a classifier for linguistic uncertainty, based on the work described in Vincze et al.^[1]:

Vincze, V. (2015). Uncertainty detection in natural language texts (Doctoral dissertation, szte).

► Details

• Installation & Usage
• Training Data
• Feature Set
• Classification
• Performance

► Contact

If you have questions regarding this API, please contact [email protected] (Benjamin Meyers) or [email protected] (Nuthan Munaiah).

For questions regarding the annotated dataset or the theory behind the uncertainty classifier, please contact [email protected] (György Szarvas), [email protected] (Richárd Farkas), and/or [email protected] (Veronika Vincze).

► Disclaimer

• There has been no collaboration between Vincze et al. and the developers of this codebase.
• This work was overseen by two linguistics professors at the Rochester Institute of Technology:
  • Emily Prud'hommeaux
  • Cecilia O. Alm

☕ Footnotes

📃 [1] Vincze, V. (2015). Uncertainty detection in natural language texts (Doctoral dissertation, szte).

☕ Acknowledgements

• @DavidMinarsch: Thanks for your contributions to the Wiki!