AI & ML interests

Text classification, relations extraction, NER, computational biology

Recent Activity

knowledgator 's collections 15

GLiCLass-V3
Models for zero-shot text classification that are up to 50 times faster than Cross-Encoders and show the same or higher accuracy.
Universal token classification
Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.
Chemical Converters
Collection of models for converting chemical formats between each other.
GLiClass
Generalist and Light-weighted Models for Zero-shot Text Classification
Zero-shot text classification models
Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit.
GLiCLass-V3
Models for zero-shot text classification that are up to 50 times faster than Cross-Encoders and show the same or higher accuracy.
GLiClass
Generalist and Light-weighted Models for Zero-shot Text Classification
Universal token classification
Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.
Zero-shot text classification models
Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit.
Chemical Converters
Collection of models for converting chemical formats between each other.