We find that out of the fourteen topics extracted from the Bhagavad Gita, nine of them have a cosine similarity of more than 70% with the topics of the Upanishads. Our results show very high similarity between the topics of these two texts with the mean cosine similarity of 73%. We also analyse the distinct and overlapping topics amongst the texts and visualise the link of selected texts of the Upanishads with the Bhagavad Gita. We then map those topics of the Bhagavad Gita and the Upanishads since it is well known that Bhagavad Gita summarizes the key messages in the Upanishads. In this paper, we use advanced language models such as BERT to provide topic modelling of the Upanishads and the Bhagavad Gita. These texts have been translated into many languages and there exist studies about themes and topics that are prominent however, there is not much done using language models which are powered by deep learning. ![]() The Bhagavad Gita is the core text of Hindu philosophy and is known as a text that summarises the key philosophies of the Upanishads with a major focus on the philosophy of karma. ![]() The Upanishads are known as one of the oldest philosophical texts in the world that form the foundation of Hindu philosophy.
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