KiL 2024

Table of Contents

• PDF
  
• Towards Optimizing with Large Language Model 1-11 PDF
  Yunda Tsai, Ying-Hsuan Chen, Pei-Fu Guo, Shou-De Lin
• Enhancing the Reliability of LLMs-based Systems for Survey Generation through Distributional Drift Detection 12-19 PDF
  Vinicius Monteiro de Lira, Antonio Maiorino, Peng Jiang (disambiguation)
• GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework 20-31 PDF
  Hermina Petric Maretic, Nicholas Richardson, Hannah Sansford, Juba Nait Saada
• Enhancing Semantic Understanding in Vision Language Models Using Meaning Representation Negative Generation 32-41 PDF
  Fangzhen Lin, Ziyi Shou
• Can LLMs Solve Reading Comprehension Tests as Second Language Learners? 42-49 PDF
  Akio Hayakawa, Horacio Saggion
• Infodeslib: Python Library for Dynamic Ensemble Learning using Late Fusion of Multimodal Data 50-58 PDF
  Tamer Abuhmed, Firuz Juraev, Shaker H. Ali El-Sappagh
• Design and Optimization of Heat Exchangers Using Large Language Models 59-80 PDF
  Vishal Jadhav, Sandeep Mishra, Shirish S. Karande, Venkataramana Runkana
• Encoding Medical Ontologies With Holographic Reduced Representations for Transformers 81-92 PDF
  Trevor Yu, Rachel DiMaio, Brian Vartian, Bryan P. Tripp, Tia Tuinstra, Ryan Rezai, Thomas Fortin, Harshit Bokadia, Bing Hu (disambiguation)
• Enhancing Natural Language Understanding in Large Language Models by Symbolic Representation 93-107 PDF
  Yi Zhou (disambiguation), Bingqian Li, Baiyang Song
• Traffic Accident Prediction and Warning System: Integration Use Case 108-118 PDF
  Alaa Saleh, Ekaterina Gilman, Huong Nguyen, Amirhossein Ghaffari, Lauri Lovén
• Towards Explainable and Ontologically Grounded Language Models⋆ 119-124 PDF
  Walid S. Saba
• Sentimental Agents: Exploring Deliberation, Cognitive Biases, and Decision-making in LLM-based Multiagent Systems 125-135 PDF
  Elizabeth Akinyi Ondula, Casandra Rusti, Nick Mumero Mwangi, Daniele Orner
• Towards Infusing Auxiliary Knowledge for Distracted Driver Detection 136-143 PDF
  Aditya Mishra (disambiguation), Ashmit Chamoli, Ishwar B. Balappanawar, Ruwan Wickramarachchi, Ponnurangam Kumaraguru, Amit P. Sheth
• Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models 144-149 PDF
  Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb
• Relation Extraction for Constructing Knowledge Graphs: Enhancing the Searchability of Community-Generated Digital Content (CGDC) Collections PDF
  Martin Marinov, Youcef Benkhedda, Ewan Hannaford, Marc Alexander, Goran Nenadic, Riza Batista-Navarro
• KGMistral: Towards Boosting the Performance of Large Language Models for Question Answering with Knowledge Graph Integration PDF
  Mingze Li, Haoran Yang, Zhaotai Liu, Mirza Mohtashim Alam, Ebrahim Norouzi, Harald Sack, Genet Asefa Gesese
• A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models PDF
  Vanni Zavarella, Juan Carlos Gamero-Salinas, Sergio Consoli
• Hidden Entity Detection from GitHub Leveraging Large Language Models PDF
  Lu Gan, Martin Blum, Danilo Dessí, Brigitte Mathiak, Ralf Schenkel, Stefan Dietze