Retrieval-MPNet-BN
Bengali and English passage retrieval using MPNet and multilingual knowledge distillation.
My contribution
Developed a contextual retrieval model that ranks supplied passages for a question.
Scope
The model takes a question and candidate passages and ranks relevant context. The older CV describes Bengali/English retrieval using multilingual knowledge distillation. The supplied material does not establish a specific benchmark score.
Evaluation Scope & Methodology
Samples, denominators, uncertainty, sources and limits
Approach
Historical project description from the cited CV; no independent replication or deployment audit.
Limitations
- A specific verified model release URL and model-card benchmark were not supplied.
- The Hugging Face destination is a profile, not a project demo.
Sources
- Pre-PhD CV, Work experience and personal projects. Public release pending