Lay-Ki Soon

According to our database, Lay-Ki Soon authored at least 55 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Iterative Window Mean Filter: Thwarting Diffusion-based Adversarial Purification.

Hanrui Wang, Ruoxi Sun, Cunjian Chen, Minhui Xue, Lay-Ki Soon, Shuo Wang, Zhe Jin

CoRR, 2024

'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization.

Meisin Lee, Lay-Ki Soon

CoRR, 2024

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English.

Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam

CoRR, 2024

Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology.

Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Zhuang Li, Adnan Trakic

CoRR, 2024

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.

Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Ingrid Zukerman, Lay-Ki Soon, Zhaleh Semnani-Azad, Gholamreza Haffari

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

l2Match: Optimization Techniques on Subgraph Matching Algorithm Using Label Pair, Neighboring Label Index, and Jump-Redo Method.

Chi Qin Cheng, KokSheik Wong, Lay-Ki Soon

Proceedings of the International Conference on Electronics, Information, and Communication, 2024

Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction.

Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction.

Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam

CoRR, 2023

Cyberbullying Detection Based on Emotion.

Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh, Amy Hui-Lan Lim, Eu-Gene Siew

IEEE Access, 2023

SocialDial: A Benchmark for Socially-Aware Dialogue Systems.

Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer?

Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Emotion-Aware Chatbot with Cultural Adaptation for Mitigating Work-Related Stress.

Shi Hui Ng, Lay-Ki Soon, Tin Tin Su

Asian CHI, 2023

2022

Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach.

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew

CoRR, 2022

CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction.

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Improved Automated Essay Scoring using Gaussian Multi-Class SMOTE for Dataset Sampling.

Jih Soong Tan, Ian K. T. Tan, Lay-Ki Soon, Huey Fang Ong

Proceedings of the 15th International Conference on Educational Data Mining, 2022

2021

Resource Description Framework reification for trustworthiness in knowledge graphs.

Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw

F1000Research, 2021

Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction.

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew

CoRR, 2021

The Commodities News Corpus: A Resource forUnderstanding Commodity News Better.

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto

CoRR, 2021

Improved Centralized XML Query Processing Using Distributed Query Workload.

Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon

IEEE Access, 2021

2020

A Neural Machine Translation Approach for Translating Malay Parliament Hansard to English Text.

Yu-Zane Low, Lay-Ki Soon, Shageenderan Sapai

Proceedings of the International Conference on Asian Language Processing, 2020

Schema-Agnostic Entity Matching using Pre-trained Language Models.

Kai Sheng Teong, Lay-Ki Soon, Tin Tin Su

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Performance Evaluation of XML Query Processing in Centralized and Distributed Environment.

Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon

Proceedings of the CIIS 2019: The 2nd International Conference on Computational Intelligence and Intelligent Systems, 2019

Cyberbullying Detection Using Deep Learning and Word Embeddings: An Empirical Study.

Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh

Proceedings of the CIIS 2019: The 2nd International Conference on Computational Intelligence and Intelligent Systems, 2019

LODeDeC: A Framework for Integration of Entity Relations from Knowledge Graphs.

Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw

Proceedings of the Information Retrieval Technology, 2019

2018

Leveraging Part-of-Speech Tagging for Sentiment Analysis in Short Texts and Regular Texts.

Wai-Howe Khong, Lay-Ki Soon, Hui-Ngo Goh, Su-Cheng Haw

Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

Using the Reddit Corpus for Cyberbully Detection.

Tazeek Bin Abdur Rakib, Lay-Ki Soon

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017

QTwig: A Structural Join Algorithm for Efficient Query Retrieval Based on Region-Based Labeling.

Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon, Kok-Leong Koong

Int. J. Softw. Eng. Knowl. Eng., 2017

Meaning preservation in Example-based Machine Translation with structural semantics.

Chong Chai Chua, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang, Bali Ranaivo-Malançon

Expert Syst. Appl., 2017

2016

Learning to extract domain-specific relations from complex sentences.

Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang

Expert Syst. Appl., 2016

2015

Automatic discovery of person-related named-entity in news articles based on verb analysis.

Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw

Multim. Tools Appl., 2015

Prefix-based Labeling Annotation for Effective XML Fragmentation.

Kok-Leong Koong, Su-Cheng Haw, Lay-Ki Soon, Samini Subramaniam

CoRR, 2015

Structural Analyses of Malaysian Web and Host Graphs.

Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting

Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

2014

Lexicon+TX: rapid construction of a multilingual lexicon with under-resourced languages.

Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon

Lang. Resour. Evaluation, 2014

XDMA: A Dual Indexing and Mutual Summation Based Keyword Search Algorithm for XML Databases.

S. Selvaganesan, Su-Cheng Haw, Lay-Ki Soon

Int. J. Softw. Eng. Knowl. Eng., 2014

ReLab: A subtree based labeling scheme for efficient XML query processing.

Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon

Proceedings of the IEEE 2nd International Symposium on Telecommunication Technologies, 2014

Automatic acquisition of morphological resources for Melanau language.

Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Jovianna Juk, Enya Kong Tang

Proceedings of the 2014 International Conference on Asian Language Processing, 2014

Learning the Mapping Rules for Sentiment Analysis.

Saravadee Sae Tan, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Chu Kiong Loo

Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014

Learning to Match Heterogeneous Structures using Partially Labeled Data.

Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang

Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014

2013

Automatic dominant character identification in fables based on verb analysis - Empirical study on the impact of anaphora resolution.

Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw

Knowl. Based Syst., 2013

Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language.

Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Enya Kong Tang

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Context-Dependent Multilingual Lexical Lookup for Under-Resourced Languages.

Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Automatic Identification of Protagonist in Fairy Tales Using Verb.

Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Credit Card Fraud Detection: Personalized or Aggregated Model.

Mohammed Ibrahim Alowais, Lay-Ki Soon

Proceedings of the Third FTRA International Conference on Mobile, 2012

VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales.

Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Clustering Users in Micro Blogging Social Networks Using Probabilistic Topic Modeling - A Framework.

Hossein Dolatabadi, Lay-Ki Soon, Mahdi Negahi Shirazi, Mohammad Mohammadi

Proceedings of the 12th International Conference on Computational Science and Its Applications, 2012

From Raw Text to Morphological Rules for Iban Morphological Analyser.

Suhaila Saee, Lay-Ki Soon, Tek-Yonglim, Bali Ranaivo-Malançon, Enya Kong Tang

Proceedings of the 2012 International Conference on Asian Language Processing, 2012

WebSum: Enhanced SumBasic algorithm for Web site summarization.

Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

Web crawler with URL signature - A performance study.

Lay-Ki Soon, Yee-Ern Ku, Sang Ho Lee

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

2011

Automatic Ontology Construction in Fiction-Based Domain.

Hui-Ngo Goh, Ching-Chieh Kiu, Lay-Ki Soon, Bali Ranaivo-Malançon

Int. J. Softw. Eng. Knowl. Eng., 2011

Benchmarking the Performance of Support Vector Machines in Classifying Web Pages.

Wein-Pei Wong, Ke-Xin Chan, Lay-Ki Soon

Proceedings of the Knowledge Technology - Third Knowledge Technology Week, 2011

Finding Web Document Associations Using Frequent Pairs of Adjacent Words.

Jason Yong-Jin Tee, Lay-Ki Soon, Bali Ranaivo-Malançon

Proceedings of the Knowledge Technology - Third Knowledge Technology Week, 2011

2010

Classifying Web Pages Using Information Extraction Patterns Preliminary Results and Findings.

Lay-Ki Soon, Sang Ho Lee

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

2008

Identifying Equivalent URLs Using URL Signatures.

Lay-Ki Soon, Sang Ho Lee

Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

2007

An Empirical Study of Similarity Search in Stock Data.

Lay-Ki Soon, Sang Ho Lee

Proceedings of the Integrating Artificial Intelligence and Data Mining, 2007

Explorative Data Mining on Stock Data - Experimental Results and Findings.

Lay-Ki Soon, Sang Ho Lee

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007