What’s Trending in AI — Topic Modeling of AI Papers in 2022

This post details the application of BERTopic for topic modeling on a dataset of AI research papers from 2022. It outlines the process of using Cohere's embedding models to generate document embeddings, followed by BERTopic's clustering and topic representation techniques to identify key themes and trends within the AI research landscape. The analysis reveals trending topics such as 'Agentic AI', 'LLM Inference', and 'RAG', providing insights into the evolution of AI research.