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Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.

This course provides an in-depth introduction and investigation on recent developments of text mining and natural language processing methods with large language models. We introduce the primitives of representation learning and large language models (LLMs) and focus on the research frontiers on representation learning and LLM for automated information extraction, knowledge graph construction, ontology enrichment, RAG (retrieval augmented generation), and theme-specific LLM construction and exploration. Restriction(s) Restricted to Graduate - Urbana-Champaign. Consent to instructor for CS-major senior/junior Undergraduate. Not intended for First Time Freshman students. For up-to-date information about CS course restrictions, please view the following link for restrictions and release dates: http://go.cs.illinois.edu/csregister.