2nd Workshop on the extraction and exploitation of long-TAIL Knowledge with LLMs and Knowledge Graphs

The 2nd Workshop on Long-Tail Knowledge Extraction and Exploitation with LLMs and Knowledge Graphs in Turin addresses one of the most challenging frontiers in AI: reliably capturing and reasoning about rare, specialised, and underrepresented knowledge that large language models tend to handle poorly. Topics include neuro-symbolic integration of LLMs and knowledge graphs, techniques for extracting long-tail facts from text, retrieval-augmented generation for rare knowledge, and the evaluation of AI systems on knowledge falling outside the mainstream training distribution. The workshop brings together researchers from natural language processing, semantic web, and knowledge representation communities.

semantic web knowledge graphs long tail llms