6 citations · 14 across the 12 of their papers we have counts for
3 papers · 1 filter
How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective
Ma'ayan Armony, Albert Meroño-Peñuela, Gerard Canal
AI planning provides agents the ability to act autonomously towards achieving a goal in a given environment. Recent advances in Large Language Models (LLMs) have introduced the pro…
Schema Generation for Large Knowledge Graphs Using Large Language Models
Bohui Zhang, Yuan He, Lydia Pintscher +2
Schemas play a vital role in ensuring data quality and supporting usability in the Semantic Web and natural language processing. Traditionally, their creation demands substantial i…
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings
Ioannis Reklos, Jacopo de Berardinis, Elena Simperl +1
Knowledge Graphs (KGs) store human knowledge in the form of entities (nodes) and relations, and are used extensively in various applications. KG embeddings are an effective approac…