Posts

Topic Modeling and Clustering Case Study

We look in detail at some of the most common clustering and topic modeling techniques in NLP against a philosophical text to see how they perform. Focused on Python sklearn and gensim libraries that support K-Means, Hierarchical and Non-negative…
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ChatGPT Code Generation Capabilities: a case study of topic modeling in python

Introduction What follows is a description of a few weeks interaction with ChatGPT using it as a sort of coding assistant for a research project in Topic Modeling that I am currently working on. Topic Modeling is in and of itself a semi-advanced…
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Semantic Spaces and Word Embeddings

Just released, see full paper here.   Abstract One of the critical hurdles, and breakthroughs, in the field of Natural Language Processing (NLP) in the last two decades has been the development of techniques for text representation…