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2024 AAAI Fall Symposium on Large Language Models for Knowledge Graph and Ontology Engineering

Large Language Models for Knowledge Graph and Ontology Engineering

Thursday, Nov 7


09:00 — Welcome2024 AAAI FSS Introduction Slide Deck


09:15 — Keynote: Alessandro Oltramari – Neuro-Symbolic Cognitive Reasoning: From Theory to Practice


10:30 — Break


11:00 — Reham Alharbi, Valentina Tamma, Floriana Grasso, Terry Payne – Investigating Open Source LLMs to Retrofit Competency Questions in Ontology Engineering


11:20 — Antonio Zaitoun, Tomer Sagi, Mor Peleg – Generating Ontology-Learning Training-Data through Verbalization


11:40 — Xishi Zhu, Xiaoming Guo, Shengting Cao, Shenglin Li, Jiaqi Gong – StructuGraphRAG: Structured Document-Informed Knowledge Graphs for Retrieval-Augmented Generation


12:00 — Breakout preparation


12:20 — Buffer or early lunch break


12:30 — Lunch


14:00 — Breakout session


15:15 — Reports from the breakouts


15:30 — Break


16:00 — Address: Cogan Shimizu – The Conversational Approach for Modular Ontology

(End 17:30)


Friday, Nov 8


09:00 — Welcome


09:15 — Keynote: Mohammed J. Zaki – Recipes in AI: Representation, Recommendation and Generation


10:30 — Break


11:00 — Sheng Jie Lui, Cheng Xiang, Shonali Krishnaswamy – Knowledge Aware Automated Health Claims Processing with Medical Ontologies and Large Language Models


11:20 — Sukanya Mandal, Noel O’Connor – LLMasMMKG: LLM Assisted Synthetic Multi-Modal Knowledge Graph Creation For Smart City Cognitive Digital Twins


11:40 — Sagar Srinivas Sakhinana, Vijay Sri Vaikunth, Venkataramana Runkana – Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving


12:00 — Yihang Zhao, Bohui Zhang, Xi Hu, Shuyin Ouyang, Jongmo Kim, Nitisha Jain, Jacopo de Berardinis, Albert Meroño-Peñuela, Elena Simperl – Improving Ontology Requirements Engineering with OntoChat and Participatory Prompting


12:20 — Buffer or early lunch break


12:30 — Lunch


14:00 — Panel: Oltramari, Zaki, Tamma, Pascal – LLMs for KGs and OE: What are realistic prospects?


15:30 — Break


16:00 — Breakouts continued


17:00 — Reports from the breakouts

(End 17:20)


18:00 — Plenary (with other Symposia)


Saturday, Nov 9


09:00 — Welcome


09:15 — Keynote: Valentina Tamma – Injecting LLMs in the ontology engineering lifecycle: What we learned so far


10:30 — Break


11:00 — Jayavanth – Open Weight AI for Querying Distributed Government Knowledge Graphs


11:15 — Jieying Chen, Hang Dong, Jiaoyan Chen, Ian Horrocks – Ontology Text Alignment: Aligning Textual Content to Terminological Axioms


11:30 — Hassan S. Al Khatib, Subash Neupane, Shaswata Mitra, Himanshu Tripathi, Sudip Mittal, Shahram Rahimi, Nina Marhamati, Sean Bozorgzad – Large Language Models for Engineering Patient Journey Knowledge Graphs


11:45 — Hande McGinty – Using OLIVE to Connect Food Informatics to Health Informatics: A Flavonoids Case Study


12:00 — Pascal Hitzler – Using LLMs for Complex Ontology Alignment: Modularity is key!


12:15 — Buffer if needed


12:25 — Closing remarks

(End 12:30)