# Using transformers and Bi-LSTM with sentence embeddings for prediction of openness human personality trait

> Research article (PeerJ Computer Science, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4410587093](https://www.wikidata.org/wiki/openalex:W4410587093)  
**Source**: https://4ort.xyz/entity/using-transformers-and-bi-lstm-with-sentence-embeddings-for-prediction-of-openness-human-personality-trait
