Emotion Detection in Conversational AI Using BERT with MindSpore

1. BERT Architecture BERT stands for Bidirectional Encoder Representations from Transformers, a language model developed by Google in late 2018. It leverages the Transformer encoder architecture combined with bidirectional training to capture contextual information from both directions. The key innovation lies in the pretraining methodology, wh ...

Posted on Fri, 16 Oct 2026 16:47:39 +0000 by jennyp

BERT-based Emotion Recognition in Dialog Systems

Model Overview BERT (Bidirectional Encoder Representations from Transformers) is a language model developed by Google that uses Transformer encoder architecture with bidirectional context processing. Unlike traditional recurrent networks, BERT processes input sequences in both directions simultaneously, enabling comprehensive contextual underst ...

Posted on Thu, 03 Sep 2026 16:11:08 +0000 by mattheww