KDD 2024 Workshop KiL Submissions

Towards Infusing Auxiliary Knowledge for Distracted Driver Detection
Ishwar B Balappanawar, Ashmit Chamoli, Ruwan Wickramarachchi, Aditya Mishra, Ponnurangam Kumaraguru, Amit P. Sheth
- Published: 29 Jun 2024, Last Modified: 11 Jul 2024
- KiL 2024 Oral
- Readers: Everyone
A Neuro-Symbolic Approach to Symbol Grounding for ALC Ontologies
Xuan Wu, Yizheng Zhao
- Published: 29 Jun 2024, Last Modified: 29 Jun 2024
- KiL 2024 Poster
- Readers: Everyone
Sentimental Agents: Exploring Deliberation, Cognitive Biases, and Decision-making in LLM-based Multiagent Systems
Elizabeth Ondula, Daniele Orner, Nick Mumero, Casandra Rusti
- Published: 29 Jun 2024, Last Modified: 08 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Fake News Detection with Retrieval Augmented Generative Artificial Intelligence
KDD 2024 Workshop KiL Submission17 Authors
- 01 Jun 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone
Towards Explainable and Ontologically Grounded Language Models
Walid S. Saba
- Published: 29 Jun 2024, Last Modified: 08 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Traffic Accident Prediction and Warning System: Integration Use Case
Amirhossein Ghaffari, Huong Nguyen, Alaa Saleh, Lauri Lovén, Ekaterina Gilman
- Published: 29 Jun 2024, Last Modified: 04 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Enhancing Natural Language Understanding in Large Language Models by Symbolic Representation
Bingqian Li, SongBaiyang, Yi Zhou
- Published: 29 Jun 2024, Last Modified: 10 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Encoding Medical Ontologies With Holographic Reduced Representations for Transformers
Bing Xu Hu, Trevor Yu, Tia Tuinstra, Ryan Rezai, Harshit Bokadia, Rachel DiMaio, Thomas Fortin, Brian Alex Vartian, Bryan P. Tripp
- Published: 29 Jun 2024, Last Modified: 03 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Design and Optimization of Heat Exchangers Using Large Language Models
Sandeep Mishra, Vishal Sudam Jadhav, Shirish Karande, Venkataramana Runkana
- Published: 29 Jun 2024, Last Modified: 10 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
LLM-Analytica: Facilitating Large Language Models for Industrial Analytics
KDD 2024 Workshop KiL Submission11 Authors
- 30 May 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone
Normalizing Audit Logs Using Large Language Models
KDD 2024 Workshop KiL Submission10 Authors
- 30 May 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone
Infodeslib: Python Library for Dynamic Ensemble Learning using Late Fusion of Multimodal Data
Firuz Juraev, Shaker El-Sappagh, Tamer Abuhmed
- Published: 29 Jun 2024, Last Modified: 10 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Evaluating Natural Language to Bash Command Translation on Consumer-Grade Hardware
KDD 2024 Workshop KiL Submission8 Authors
- 24 May 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone
Can LLMs Solve Reading Comprehension Tests as Second Language Learners?
Akio Hayakawa, Horacio Saggion
- Published: 29 Jun 2024, Last Modified: 07 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
Enhancing Semantic Understanding in Vision Language Models Using Meaning Representation Negative Generation
Ziyi Shou, Fangzhen Lin
- Published: 29 Jun 2024, Last Modified: 07 Jul 2024
- KiL 2024 Oral
- Readers: Everyone
GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework
Hannah Joelle Sansford, Nicholas Richardson, Hermina Petric Maretic, Juba Nait Saada
- Published: 29 Jun 2024, Last Modified: 05 Jul 2024
- KiL 2024 Oral
- Readers: Everyone
Enhancing the Reliability of LLMs-based Systems for Survey Generation through Distributional Drift Detection
Vinicius Monteiro de Lira, Antonio Maiorino, Peng Jiang
- Published: 29 Jun 2024, Last Modified: 08 Jul 2024
- KiL 2024 Oral
- Readers: Everyone
Towards Optimizing with Large Language Models
Pei-Fu Guo, Ying-Hsuan Chen, Yun-Da Tsai, Shou-De Lin
- Published: 29 Jun 2024, Last Modified: 05 Jul 2024
- KiL 2024 Poster
- Readers: Everyone
FORTUNE: Financial ORiented Tool Utilizing llms for Novel rEports
KDD 2024 Workshop KiL Submission2 Authors
- 21 May 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone
Using Pre-trained Language Model for Accurate ESG Prediction
KDD 2024 Workshop KiL Submission1 Authors
- 23 Apr 2024 (modified: 29 Jun 2024)
- Submitted to KiL 2024
- Readers: Everyone