Скачать с ютуб BERTopic: Topic Modeling by Combining the Old with the New в хорошем качестве

BERTopic: Topic Modeling by Combining the Old with the New

Install NLP Libraries https://www.johnsnowlabs.com/install/ Register for Healthcare NLP Summit 2023: https://www.nlpsummit.org/#register Watch all NLP Summit 2022 sessions: https://www.nlpsummit.org/nlp-summit-... Presented by Maarten Grootendorst, Data Scientist at IKNL and Creator of BERTopic, PolyFuzz, and KeyBERT at IKNL In this talk, Maarten will introduce BERTopic, a package for topic modeling that combines classical techniques with recent developments in large language models, clustering techniques, and dimensionality reduction. Next, he will share a brief overview of the underlying theory, algorithms, and philosophy of BERTopic. Finally, he will focus on concrete examples of how BERTopic can be used to model topics across large numbers of documents. Its main features will be discussed along with the pros and cons of using such a package. Other packages developed by Maarten will also briefly make an appearance. Connect with us: Our website: https://www.johnsnowlabs.com/ LinkedIn:   / johnsnowlabs   Facebook:   / johnsnowlabsinc   Twitter:   / johnsnowlabs