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CEUR-WS.org/Vol-3818 - Large Knowledge-Enhanced Models 2024

Vol-3818
urn:nbn:de:0074-3818-4

Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

LKM 2024
Large Knowledge-Enhanced Models 2024

Proceedings of the First International OpenKG Workshop: Large Knowledge-Enhanced Models
co-locacted with The International Joint Conference on Artificial Intelligence (IJCAI 2024)

Jeju Island, South Korea, August 3, 2024.

Edited by

Ningyu Zhang *
Tianxing Wu
Meng Wang *
Guilin Qi
Haofen Wang *
Huajun Chen *

* Zhejiang University, Zhejiang, China
** Southeast University, Jiangsu, China
*** Tongji University, Shanghai, China

Table of Contents

Preface

Augmenting Patent Summarization using Large Language Model with Knowledge Graph 1–13
Shoon Lei Phyu, Murataly Uchkempirov, Mayesha Maliha Proma, Parag Kulkarni
Cognitive Mirage: A Review of Hallucinations in Large Language Models 14-36
Hongbin Ye, Tong Liu, Aijia Zhang, Wei Hua, Weiqiang Jia
InLegalLLaMA: Indian Legal Knowledge Enhanced Large Language Model 37–46
Sudipto Ghosh, Devanshu Verma, Balaji Ganesan, Purnima Bindal, Vikas Kumar, Vasudha Bhatnagar
Knowledge Base-enhanced Multilingual Relation Extraction with Large Language Models 47–58
Tong Chen, Procheta Sen, Zimu Wang, Zhengyong Jiang, Jionglong Su
Designing a Language-Model-Based Chatbot that Considers User’s Personality Profile and Emotions To Support Caregivers of People With Dementia 59–70
Yeganeh Nasiri, Nancy Fulda
LLM-Driven Knowledge Enhancement for Securities Index Prediction 71–82
Zaiyuan Di, Jianting Chen, Yunxiao Yang, Ling Ding, Yang Xiang
Leveraging LLM-Constructed Graphs for Effective Goal-Driven Storytelling 83–95
Taewoo Yoo, Yun-Gyung Cheong

2024-10-31: submitted by Ningyu Zhang, metadata incl. bibliographic data published under Creative Commons CC0
2024-11-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|