Joint proceedings of the 2nd workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM 2024) and the 3rd challenge on Language Models for Knowledge Base Construction (LM-KBC 2024) co-located with the 23nd International Semantic Web Conference (ISWC 2024), Baltimore, USA, November 12, 2024 - researchr publication

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Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jeff Z. Pan, Tuan-Phong Nguyen, Bohui Zhang, editors, Joint proceedings of the 2nd workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM 2024) and the 3rd challenge on Language Models for Knowledge Base Construction (LM-KBC 2024) co-located with the 23nd International Semantic Web Conference (ISWC 2024), Baltimore, USA, November 12, 2024. Volume 3853 of CEUR Workshop Proceedings, CEUR-WS.org, 2024. [doi]

Conference: kbclm2024

Abstract is missing.

Ontology-Guided On-Device Conversational Knowledge Capture with Large Language ModelsTolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb. [doi]

LLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMsMarcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Viviane Torres da Silva. [doi]

Prompt Engineering for Tail Prediction in Domain-Specific Knowledge Graph Completion TasksDavide-Mario-Ricardo Bara. [doi]

Preface: LM-KBC Challenge 2024Jan-Christoph Kalo, Tuan-Phong Nguyen, Simon Razniewski, Bohui Zhang. [doi]

KGC-RAG: Knowledge Graph Construction from Large Language Model Using Retrieval-Augmented GenerationThin Prabhong, Natthawut Kertkeidkachorn, Areerat Trongratsameethong. [doi]

Automatic Knowledge-Graph Creation from Historical Documents: The Chilean Dictatorship as a Case StudyCamila Díaz, Jocelyn Dunstan, Lorena Etcheverry, Antonia Fonck, Alejandro Grez, Domingo Mery, Juan L. Reutter, Hugo Rojas Corral. [doi]

Analyzing Llama 3-based Approach for Axiom Translation from OntologiesXubing Hao, Licong Cui, Cui Tao, Kirk Roberts, Muhammad Amith. [doi]

The Effects of Hallucinations in Synthetic Training Data for Relation ExtractionSteven Rogulsky, Nicholas Popovic, Michael Färber 0001. [doi]

HybridContextQA: A Hybrid Approach for Complex Question Answering using Knowledge Graph Construction and Context Retrieval with LLMsGhanshyam Verma, Simanta Sarkar, Devishree Pillai, Hotaka Shiokawa, Hamed Shahbazi, Fiona Veazey, Peter Hubbert, Hui Su, Paul Buitelaar. [doi]

LLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured KnowledgeMarcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Sandro Rama Fiorini, Viviane Torres da Silva. [doi]

Ontology Learning for ESCO: Leveraging LLMs to Navigate Labor DynamicsJarno Vrolijk, Victor Poslavsky, Thijmen Bijl, Maksim Popov, Rana Mahdavi, Mohammad Shokri. [doi]

Navigating Nulls, Numbers and Numerous Entities: Robust Knowledge Base Construction from Large Language ModelsArunav Das, Nadeen Fathallah, Nicole Obretincheva. [doi]

Enriching Ontologies with Disjointness Axioms using Large Language ModelsElias Crum, Antonio De Santis, Manon Ovide, Jiaxin Pan 0003, Alessia Pisu, Nicolas Lazzari, Sebastian Rudolph. [doi]

Towards Large Language Models Interacting with Knowledge Graphs Via Function CallingSven Hertling, Harald Sack. [doi]

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