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ORCIDKBC-LM/LM-KBC@ISWC 2024: Baltimore, MD, USA
- Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jeff Z. Pan, Tuan-Phong Nguyen, Bohui Zhang:
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. CEUR Workshop Proceedings 3853, CEUR-WS.org 2024
KBC-LM Workshop
- Elias Crum, Antonio De Santis, Manon Ovide, Jiaxin Pan, Alessia Pisu, Nicolas Lazzari, Sebastian Rudolph:
Enriching Ontologies with Disjointness Axioms using Large Language Models. - Jarno Vrolijk, Victor Poslavsky, Thijmen Bijl, Maksim Popov, Rana Mahdavi, Mohammad Shokri:
Ontology Learning for ESCO: Leveraging LLMs to Navigate Labor Dynamics. - Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb:
Ontology-Guided On-Device Conversational Knowledge Capture with Large Language Models. - Steven Rogulsky, Nicholas Popovic, Michael Färber:
The Effects of Hallucinations in Synthetic Training Data for Relation Extraction. - Xubing Hao, Licong Cui, Cui Tao, Kirk Roberts, Muhammad Amith:
Analyzing Llama 3-based Approach for Axiom Translation from Ontologies. - Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Sandro Rama Fiorini, Viviane Torres da Silva:
LLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured Knowledge. - Sven Hertling, Harald Sack:
Towards Large Language Models Interacting with Knowledge Graphs Via Function Calling. - Camila Díaz, Jocelyn Dunstan, Lorena Etcheverry, Antonia Fonck, Alejandro Grez, Domingo Mery, Juan L. Reutter, Hugo Rojas Corral:
Automatic Knowledge-Graph Creation from Historical Documents: The Chilean Dictatorship as a Case Study. - Ghanshyam Verma, Simanta Sarkar, Devishree Pillai, Hotaka Shiokawa, Hamed Shahbazi, Fiona Veazey, Peter Hubbert, Hui Su, Paul Buitelaar:
HybridContextQA: A Hybrid Approach for Complex Question Answering using Knowledge Graph Construction and Context Retrieval with LLMs.
LM-KBC Challenge
- Jan-Christoph Kalo, Tuan-Phong Nguyen, Simon Razniewski, Bohui Zhang:
Preface: LM-KBC Challenge 2024. - Davide-Mario-Ricardo Bara:
Prompt Engineering for Tail Prediction in Domain-Specific Knowledge Graph Completion Tasks. - Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Viviane Torres da Silva:
LLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMs. - Arunav Das, Nadeen Fathallah, Nicole Obretincheva:
Navigating Nulls, Numbers and Numerous Entities: Robust Knowledge Base Construction from Large Language Models. - Thin Prabhong, Natthawut Kertkeidkachorn, Areerat Trongratsameethong:
KGC-RAG: Knowledge Graph Construction from Large Language Model Using Retrieval-Augmented Generation.
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