Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024)

Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor 2024-08 Association for Computational Linguistics Bangkok, Thailand text conference publication kallm-2024-knowledge https://aclanthology.org/2024.kallm-1.0/ Multi-hop Database Reasoning with Virtual Knowledge Graph Juhee Son author Yeon Seonwoo author Seunghyun Yoon author James Thorne author Alice Oh author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication son-etal-2024-multi 10.18653/v1/2024.kallm-1.1 https://aclanthology.org/2024.kallm-1.1/ 2024-08 1 11 Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models Andrea Papaluca author Daniel Krefl author Sergio Rodríguez Méndez author Artem Lensky author Hanna Suominen author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication papaluca-etal-2024-zero 10.18653/v1/2024.kallm-1.2 https://aclanthology.org/2024.kallm-1.2/ 2024-08 12 23 Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets Ai Ishii author Naoya Inoue author Hisami Suzuki author Satoshi Sekine author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication ishii-etal-2024-analysis 10.18653/v1/2024.kallm-1.3 https://aclanthology.org/2024.kallm-1.3/ 2024-08 24 34 Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System Renê Mendes author Dimas Oliveira author Victor Garcia author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication mendes-etal-2024-application 10.18653/v1/2024.kallm-1.4 https://aclanthology.org/2024.kallm-1.4/ 2024-08 35 42 KGAST: From Knowledge Graphs to Annotated Synthetic Texts Nakanyseth Vuth author Gilles Sérasset author Didier Schwab author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication vuth-etal-2024-kgast 10.18653/v1/2024.kallm-1.5 https://aclanthology.org/2024.kallm-1.5/ 2024-08 43 55 HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation Azmine Toushik Wasi author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication wasi-2024-hrgraph 10.18653/v1/2024.kallm-1.6 https://aclanthology.org/2024.kallm-1.6/ 2024-08 56 62 Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters Daniil Gurgurov author Mareike Hartmann author Simon Ostermann author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication gurgurov-etal-2024-adapting 10.18653/v1/2024.kallm-1.7 https://aclanthology.org/2024.kallm-1.7/ 2024-08 63 74 Ontology-guided Knowledge Graph Construction from Maintenance Short Texts Zeno van Cauter author Nikolay Yakovets author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication cauter-yakovets-2024-ontology 10.18653/v1/2024.kallm-1.8 https://aclanthology.org/2024.kallm-1.8/ 2024-08 75 84 Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education Miquel Canal-Esteve author Yoan Gutiérrez author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication canal-esteve-gutierrez-2024-educational 10.18653/v1/2024.kallm-1.9 https://aclanthology.org/2024.kallm-1.9/ 2024-08 85 91 STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs Aaron Zolnai-Lucas author Jack Boylan author Chris Hokamp author Parsa Ghaffari author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication zolnai-lucas-etal-2024-stage 10.18653/v1/2024.kallm-1.10 https://aclanthology.org/2024.kallm-1.10/ 2024-08 92 104 Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs Moy Yuan author Andreas Vlachos author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication yuan-vlachos-2024-zero 10.18653/v1/2024.kallm-1.11 https://aclanthology.org/2024.kallm-1.11/ 2024-08 105 115 Fine-tuning Language Models for Triple Extraction with Data Augmentation Yujia Zhang author Tyler Sadler author Mohammad Reza Taesiri author Wenjie Xu author Marek Reformat author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication zhang-etal-2024-fine-tuning 10.18653/v1/2024.kallm-1.12 https://aclanthology.org/2024.kallm-1.12/ 2024-08 116 124 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples Mili Shah author Joyce Cahoon author Mirco Milletari author Jing Tian author Fotis Psallidas author Andreas Mueller author Nick Litombe author 2024-08 text Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) Russa Biswas editor Lucie-Aimée Kaffee editor Oshin Agarwal editor Pasquale Minervini editor Sameer Singh editor Gerard de Melo editor Association for Computational Linguistics Bangkok, Thailand conference publication shah-etal-2024-improving 10.18653/v1/2024.kallm-1.13 https://aclanthology.org/2024.kallm-1.13/ 2024-08 125 135