Lay-Ki Soon

77 papers A* 2A 1B 2C 2Journal 32Unranked 37
YearRankTypeTitle / Venue / Authors
2026 A* conf
DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors.
AAAI
Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria
2026 — conf
Document-Level Zero-Shot Relation Extraction with Entity Side Information.
EACL (Volume 1: Long Papers)
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2026 J jnl
Document-Level Zero-Shot Relation Extraction with Entity Side Information.
CoRR
Mohan Raj Chanthran, Lay-Ki Soon, Ong Huey Fang, Bhawani Selvaretnam
2026 — conf
Epsilon: A Bring-Your-Own-Data Research Platform with Trusted Verification.
SysTEX@EuroSys
Nizomjon Khajiev, Aare Puussaar, Lee Shen Chu, Patrick Olivier, Lay-Ki Soon, Delvin Varghese
2026 — conf
VERDICT: Visualized Evaluation and Reasoning with Dynamic IRAC-based Computational Thinking on Graph Structures.
IUI Companion
Xiaoxi Kang, Lizhen Qu, Delvin Varghese, Lay-Ki Soon, Adnan Trakic, Zhenyang Liu
2026 — conf
Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation.
EACL (Findings)
Tazeek Bin Abdur Rakib, Lay-Ki Soon, Wern Han Lim
2025 — conf
ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning.
NAACL (Long Papers)
Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, Gholamreza Haffari
2025 J jnl
ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning.
CoRR
Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, Gholamreza Haffari
2025 J jnl
Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks.
CoRR
Farshad Noravesh, Reza Haffari, Ong Huey Fang, Lay-Ki Soon, Sailaja Rajalana, Arghya Pal
2025 J jnl
DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors.
CoRR
Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria
2025 — conf
Expanding Malaysian English Dataset with Human-in-the-Loop Annotation for Entity and Relation Recognition.
IALP
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2025 J jnl
GSAT: Graph Structure Attention Networks.
CoRR
Farshad Noravesh, Reza Haffari, Lay-Ki Soon, Arghya Pal
2025 J jnl
Iterative Window Mean Filter: Thwarting Diffusion-Based Adversarial Purification.
IEEE Trans. Dependable Secur. Comput.
Hanrui Wang, Ruoxi Sun, Cunjian Chen, Minhui Xue, Lay-Ki Soon, Shuo Wang, Zhe Jin
2025 J jnl
LGRPool: Hierarchical Graph Pooling Via Local-Global Regularisation.
CoRR
Farshad Noravesh, Reza Haffari, Lay-Ki Soon, Arghya Pal
2025 — conf
Laughing Across Borders: A Culturally-Aware Joke Generator for Asian Regions.
APSIPA
Ashley Fang Cai Xian, Ng Chen Ting, Ashley Kok Siu Cheng, Wah Yang Tan, Mohan Raj Chanthran, Lay-Ki Soon, Meisin Lee
2025 — conf
Sign-MExD: An Expert-Infused Diffusion Model for Sign Language Production.
APSIPA
Jiayu Shen, Kalin Stefanov, Vee Yee Chong, Lay-Ki Soon, KokSheik Wong
2024 J jnl
'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization.
CoRR
Meisin Lee, Lay-Ki Soon
2024 J jnl
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology.
CoRR
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Zhuang Li, Adnan Trakic
2024 J jnl
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English.
CoRR
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2024 J jnl
Iterative Window Mean Filter: Thwarting Diffusion-based Adversarial Purification.
CoRR
Hanrui Wang, Ruoxi Sun, Cunjian Chen, Minhui Xue, Lay-Ki Soon, Shuo Wang, Zhe Jin
2024 — conf
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction.
LREC/COLING
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2024 J jnl
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction.
CoRR
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2024 — conf
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.
NAACL-HLT (Findings)
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
2024 J jnl
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.
CoRR
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, Lay-Ki Soon, Zhaleh Semnani-Azad, Ingrid Zukerman, Gholamreza Haffari
2024 — conf
l2Match: Optimization Techniques on Subgraph Matching Algorithm Using Label Pair, Neighboring Label Index, and Jump-Redo Method.
ICEIC
Chi Qin Cheng, KokSheik Wong, Lay-Ki Soon
2023 — conf
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer?
EMNLP (Findings)
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant
2023 J jnl
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer?
CoRR
Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant
2023 J jnl
Cyberbullying Detection Based on Emotion.
IEEE Access
Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh, Amy Hui-Lan Lim, Eu-Gene Siew
2023 — conf
Emotion-Aware Chatbot with Cultural Adaptation for Mitigating Work-Related Stress.
Asian CHI
Shi Hui Ng, Lay-Ki Soon, Tin Tin Su
2023 J jnl
How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction.
CoRR
Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam
2023 A* conf
SocialDial: A Benchmark for Socially-Aware Dialogue Systems.
SIGIR
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
2023 J jnl
SocialDial: A Benchmark for Socially-Aware Dialogue Systems.
CoRR
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
2022 J jnl
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach.
CoRR
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew
2022 B conf
CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction.
LREC
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto
2022 J jnl
CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction.
CoRR
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto
2022 B conf
Improved Automated Essay Scoring using Gaussian Multi-Class SMOTE for Dataset Sampling.
EDM
Jih Soong Tan, Ian K. T. Tan, Lay-Ki Soon, Huey Fang Ong
2021 J jnl
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction.
CoRR
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew
2021 J jnl
Improved Centralized XML Query Processing Using Distributed Query Workload.
IEEE Access
Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon
2021 J jnl
Resource Description Framework reification for trustworthiness in knowledge graphs.
F1000Research
Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw
2021 J jnl
The Commodities News Corpus: A Resource forUnderstanding Commodity News Better.
CoRR
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto
2020 — conf
A Neural Machine Translation Approach for Translating Malay Parliament Hansard to English Text.
IALP
Yu-Zane Low, Lay-Ki Soon, Shageenderan Sapai
2020 — ed.
International Conference on Asian Language Processing, IALP 2020, Kuala Lumpur, Malaysia, December 4-6, 2020
IALP
Yanfeng Lu, Minghui Dong, Lay-Ki Soon, Keng Hoon Gan
2020 A conf
Schema-Agnostic Entity Matching using Pre-trained Language Models.
CIKM
Kai Sheng Teong, Lay-Ki Soon, Tin Tin Su
2019 — conf
Cyberbullying Detection Using Deep Learning and Word Embeddings: An Empirical Study.
CIIS
Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh
2019 — conf
LODeDeC: A Framework for Integration of Entity Relations from Knowledge Graphs.
AIRS
Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw
2019 — conf
Performance Evaluation of XML Query Processing in Centralized and Distributed Environment.
CIIS
Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon
2018 — conf
Leveraging Part-of-Speech Tagging for Sentiment Analysis in Short Texts and Regular Texts.
JIST
Wai-Howe Khong, Lay-Ki Soon, Hui-Ngo Goh, Su-Cheng Haw
2018 — conf
Using the Reddit Corpus for Cyberbully Detection.
ACIIDS (1)
Tazeek Bin Abdur Rakib, Lay-Ki Soon
2017 J jnl
Meaning preservation in Example-based Machine Translation with structural semantics.
Expert Syst. Appl.
Chong Chai Chua, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang, Bali Ranaivo-Malançon
2017 J jnl
QTwig: A Structural Join Algorithm for Efficient Query Retrieval Based on Region-Based Labeling.
Int. J. Softw. Eng. Knowl. Eng.
Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon, Kok-Leong Koong
2016 J jnl
Learning to extract domain-specific relations from complex sentences.
Expert Syst. Appl.
Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang
2015 J jnl
Automatic discovery of person-related named-entity in news articles based on verb analysis.
Multim. Tools Appl.
Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw
2015 J jnl
Prefix-based Labeling Annotation for Effective XML Fragmentation.
CoRR
Kok-Leong Koong, Su-Cheng Haw, Lay-Ki Soon, Samini Subramaniam
2015 — conf
Structural Analyses of Malaysian Web and Host Graphs.
FiCloud
Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting
2014 — conf
Automatic acquisition of morphological resources for Melanau language.
IALP
Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Jovianna Juk, Enya Kong Tang
2014 — conf
Learning the Mapping Rules for Sentiment Analysis.
Web-KRM@CIKM
Saravadee Sae Tan, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Chu Kiong Loo
2014 — conf
Learning to Match Heterogeneous Structures using Partially Labeled Data.
Web-KRM@CIKM
Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang
2014 J jnl
Lexicon+TX: rapid construction of a multilingual lexicon with under-resourced languages.
Lang. Resour. Evaluation
Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon
2014 — conf
ReLab: A subtree based labeling scheme for efficient XML query processing.
ISTT
Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon
2014 J jnl
XDMA: A Dual Indexing and Mutual Summation Based Keyword Search Algorithm for XML Databases.
Int. J. Softw. Eng. Knowl. Eng.
S. Selvaganesan, Su-Cheng Haw, Lay-Ki Soon
2013 J jnl
Automatic dominant character identification in fables based on verb analysis - Empirical study on the impact of anaphora resolution.
Knowl. Based Syst.
Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw
2013 — conf
Context-Dependent Multilingual Lexical Lookup for Under-Resourced Languages.
ACL (2)
Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon
2013 — conf
Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language.
CICLing (1)
Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Enya Kong Tang
2012 — conf
Automatic Identification of Protagonist in Fairy Tales Using Verb.
PAKDD (2)
Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw
2012 — conf
Clustering Users in Micro Blogging Social Networks Using Probabilistic Topic Modeling - A Framework.
ICCSA Workshops
Hossein Dolatabadi, Lay-Ki Soon, Mahdi Negahi Shirazi, Mohammad Mohammadi
2012 — conf
Credit Card Fraud Detection: Personalized or Aggregated Model.
MUSIC
Mohammed Ibrahim Alowais, Lay-Ki Soon
2012 — conf
From Raw Text to Morphological Rules for Iban Morphological Analyser.
IALP
Suhaila Saee, Lay-Ki Soon, Tek-Yonglim, Bali Ranaivo-Malançon, Enya Kong Tang
2012 C conf
VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales.
IEA/AIE
Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw
2012 — conf
Web crawler with URL signature - A performance study.
DMO
Lay-Ki Soon, Yee-Ern Ku, Sang Ho Lee
2012 — conf
WebSum: Enhanced SumBasic algorithm for Web site summarization.
DMO
Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting
2011 J jnl
Automatic Ontology Construction in Fiction-Based Domain.
Int. J. Softw. Eng. Knowl. Eng.
Hui-Ngo Goh, Ching-Chieh Kiu, Lay-Ki Soon, Bali Ranaivo-Malançon
2011 — conf
Benchmarking the Performance of Support Vector Machines in Classifying Web Pages.
KTW
Wein-Pei Wong, Ke-Xin Chan, Lay-Ki Soon
2011 — conf
Finding Web Document Associations Using Frequent Pairs of Adjacent Words.
KTW
Jason Yong-Jin Tee, Lay-Ki Soon, Bali Ranaivo-Malançon
2010 — conf
Classifying Web Pages Using Information Extraction Patterns Preliminary Results and Findings.
SITIS
Lay-Ki Soon, Sang Ho Lee
2008 — conf
Identifying Equivalent URLs Using URL Signatures.
SITIS
Lay-Ki Soon, Sang Ho Lee
2007 — conf
An Empirical Study of Similarity Search in Stock Data.
AIDM
Lay-Ki Soon, Sang Ho Lee
2007 C conf
Explorative Data Mining on Stock Data - Experimental Results and Findings.
ADMA
Lay-Ki Soon, Sang Ho Lee