Hanna Shcharbakova · interests
Interests
Most things I have worked on or want to.
working on nowworked on and/or still usewant to work on
Research areas
- uncertainty quantification
- multilinguality
- low-resource languages
- moral reasoning
Tasks
- fact checking
- hallucination detection
- AI-generated text detection
- content moderation
- hate speech
- bias
- information extraction
Methods
- synthetic data generation
- dataset construction
- retrieval-augmented generation
- transfer learning
- small language model pretraining
- on-device / edge NLP
- model evaluation / benchmarking
Domains & languages
- Belarusian NLP
- medical NLP
- educational NLP
- African languages
Neighbouring fields
- corpus linguistics
- L2 language acquisition
- programming language processing
- linguistics for NLP
- quantum NLP