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2020 – today
- 2024
[c35]Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam:
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction. LREC/COLING 2024: 10999-11022- [c34]Chi Qin Cheng
, KokSheik Wong, Lay-Ki Soon:
l2Match: Optimization Techniques on Subgraph Matching Algorithm Using Label Pair, Neighboring Label Index, and Jump-Redo Method. ICEIC 2024: 1-6 - [c33]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:
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. NAACL-HLT (Findings) 2024: 3104-3117 - [i15]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:
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. CoRR abs/2402.11178 (2024) - [i14]Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam:
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction. CoRR abs/2402.14521 (2024) - [i13]Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Zhuang Li, Adnan Trakic:
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology. CoRR abs/2406.13217 (2024) - [i12]Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam:
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English. CoRR abs/2407.01374 (2024) - [i11]Meisin Lee, Lay-Ki Soon:
'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization. CoRR abs/2408.03762 (2024) - [i10]Hanrui Wang, Ruoxi Sun, Cunjian Chen, Minhui Xue, Lay-Ki Soon, Shuo Wang, Zhe Jin:
Iterative Window Mean Filter: Thwarting Diffusion-based Adversarial Purification. CoRR abs/2408.10673 (2024) - 2023
- [j10]Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh, Amy Hui-Lan Lim, Eu-Gene Siew:
Cyberbullying Detection Based on Emotion. IEEE Access 11: 53907-53918 (2023) - [c32]Shi Hui Ng, Lay-Ki Soon, Tin Tin Su:
Emotion-Aware Chatbot with Cultural Adaptation for Mitigating Work-Related Stress. Asian CHI 2023: 41-50 - [c31]Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant:
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP (Findings) 2023: 13900-13923 - [c30]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:
SocialDial: A Benchmark for Socially-Aware Dialogue Systems. SIGIR 2023: 2712-2722 - [i9]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:
SocialDial: A Benchmark for Socially-Aware Dialogue Systems. CoRR abs/2304.12026 (2023) - [i8]Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant:
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? CoRR abs/2310.14880 (2023) - [i7]Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam:
How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction. CoRR abs/2311.11583 (2023) - 2022
- [c29]Jih Soong Tan, Ian K. T. Tan, Lay-Ki Soon, Huey Fang Ong:
Improved Automated Essay Scoring using Gaussian Multi-Class SMOTE for Dataset Sampling. EDM 2022 - [c28]Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto:
CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction. LREC 2022: 465-479 - [i6]Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto:
CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction. CoRR abs/2204.03871 (2022) - [i5]Meisin Lee, Lay-Ki Soon, Eu-Gene Siew:
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach. CoRR abs/2205.00387 (2022) - 2021
- [j9]Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon:
Improved Centralized XML Query Processing Using Distributed Query Workload. IEEE Access 9: 29127-29142 (2021) - [i4]Meisin Lee, Lay-Ki Soon, Eu-Gene Siew, Ly Fie Sugianto:
The Commodities News Corpus: A Resource forUnderstanding Commodity News Better. CoRR abs/2105.08214 (2021) - [i3]Meisin Lee, Lay-Ki Soon, Eu-Gene Siew:
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction. CoRR abs/2109.12781 (2021) - [i2]Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw:
Resource Description Framework reification for trustworthiness in knowledge graphs. F1000Research 10: 881 (2021) - 2020
- [c27]Kai Sheng Teong, Lay-Ki Soon, Tin Tin Su:
Schema-Agnostic Entity Matching using Pre-trained Language Models. CIKM 2020: 2241-2244 - [c26]Yu-Zane Low, Lay-Ki Soon, Shageenderan Sapai:
A Neural Machine Translation Approach for Translating Malay Parliament Hansard to English Text. IALP 2020: 316-320 - [e1]Yanfeng Lu, Minghui Dong, Lay-Ki Soon, Keng Hoon Gan:
International Conference on Asian Language Processing, IALP 2020, Kuala Lumpur, Malaysia, December 4-6, 2020. IEEE 2020, ISBN 978-1-7281-7689-5 [contents]
2010 – 2019
- 2019
- [c25]Sini Govindapillai, Lay-Ki Soon, Su-Cheng Haw:
LODeDeC: A Framework for Integration of Entity Relations from Knowledge Graphs. AIRS 2019: 195-201 - [c24]Mohammed Al-Hashedi, Lay-Ki Soon, Hui-Ngo Goh:
Cyberbullying Detection Using Deep Learning and Word Embeddings: An Empirical Study. CIIS 2019: 17-21 - [c23]Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon:
Performance Evaluation of XML Query Processing in Centralized and Distributed Environment. CIIS 2019: 129-133 - 2018
- [c22]Tazeek Bin Abdur Rakib, Lay-Ki Soon:
Using the Reddit Corpus for Cyberbully Detection. ACIIDS (1) 2018: 180-189 - [c21]Wai-Howe Khong, Lay-Ki Soon, Hui-Ngo Goh, Su-Cheng Haw:
Leveraging Part-of-Speech Tagging for Sentiment Analysis in Short Texts and Regular Texts. JIST 2018: 182-197 - 2017
- [j8]Chong Chai Chua, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang, Bali Ranaivo-Malançon:
Meaning preservation in Example-based Machine Translation with structural semantics. Expert Syst. Appl. 78: 242-258 (2017) - [j7]Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon, Kok-Leong Koong:
QTwig: A Structural Join Algorithm for Efficient Query Retrieval Based on Region-Based Labeling. Int. J. Softw. Eng. Knowl. Eng. 27(2): 321- (2017) - 2016
- [j6]Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang:
Learning to extract domain-specific relations from complex sentences. Expert Syst. Appl. 60: 107-117 (2016) - 2015
- [j5]Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
Automatic discovery of person-related named-entity in news articles based on verb analysis. Multim. Tools Appl. 74(8): 2587-2610 (2015) - [c20]Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting:
Structural Analyses of Malaysian Web and Host Graphs. FiCloud 2015: 443-450 - [i1]Kok-Leong Koong, Su-Cheng Haw, Lay-Ki Soon, Samini Subramaniam:
Prefix-based Labeling Annotation for Effective XML Fragmentation. CoRR abs/1505.03246 (2015) - 2014
- [j4]S. Selvaganesan, Su-Cheng Haw, Lay-Ki Soon:
XDMA: A Dual Indexing and Mutual Summation Based Keyword Search Algorithm for XML Databases. Int. J. Softw. Eng. Knowl. Eng. 24(4): 591-616 (2014) - [j3]Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon:
Lexicon+TX: rapid construction of a multilingual lexicon with under-resourced languages. Lang. Resour. Evaluation 48(3): 479-492 (2014) - [c19]Saravadee Sae Tan, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Chu Kiong Loo:
Learning the Mapping Rules for Sentiment Analysis. Web-KRM@CIKM 2014: 19-22 - [c18]Saravadee Sae Tan, Tek Yong Lim, Lay-Ki Soon, Enya Kong Tang:
Learning to Match Heterogeneous Structures using Partially Labeled Data. Web-KRM@CIKM 2014: 45-48 - [c17]Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Jovianna Juk, Enya Kong Tang:
Automatic acquisition of morphological resources for Melanau language. IALP 2014: 203-206 - [c16]Samini Subramaniam, Su-Cheng Haw, Lay-Ki Soon:
ReLab: A subtree based labeling scheme for efficient XML query processing. ISTT 2014: 121-125 - 2013
- [j2]Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
Automatic dominant character identification in fables based on verb analysis - Empirical study on the impact of anaphora resolution. Knowl. Based Syst. 54: 147-162 (2013) - [c15]Lian Tze Lim, Lay-Ki Soon, Tek Yong Lim, Enya Kong Tang, Bali Ranaivo-Malançon:
Context-Dependent Multilingual Lexical Lookup for Under-Resourced Languages. ACL (2) 2013: 294-299 - [c14]Suhaila Saee, Lay-Ki Soon, Tek Yong Lim, Bali Ranaivo-Malançon, Enya Kong Tang:
Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language. CICLing (1) 2013: 174-188 - 2012
- [c13]Lay-Ki Soon, Yee-Ern Ku, Sang Ho Lee:
Web crawler with URL signature - A performance study. DMO 2012: 127-130 - [c12]Jason Yong-Jin Tee, Lay-Ki Soon, Choo-Yee Ting:
WebSum: Enhanced SumBasic algorithm for Web site summarization. DMO 2012: 137-142 - [c11]Suhaila Saee, Lay-Ki Soon, Tek-Yonglim, Bali Ranaivo-Malançon, Enya Kong Tang:
From Raw Text to Morphological Rules for Iban Morphological Analyser. IALP 2012: 21-24 - [c10]Hossein Dolatabadi, Lay-Ki Soon, Mahdi Negahi Shirazi, Mohammad Mohammadi:
Clustering Users in Micro Blogging Social Networks Using Probabilistic Topic Modeling - A Framework. ICCSA Workshops 2012: 113-116 - [c9]Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales. IEA/AIE 2012: 313-322 - [c8]Mohammed Ibrahim Alowais, Lay-Ki Soon:
Credit Card Fraud Detection: Personalized or Aggregated Model. MUSIC 2012: 114-119 - [c7]Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
Automatic Identification of Protagonist in Fairy Tales Using Verb. PAKDD (2) 2012: 395-406 - 2011
- [j1]Hui-Ngo Goh, Ching-Chieh Kiu, Lay-Ki Soon, Bali Ranaivo-Malançon:
Automatic Ontology Construction in Fiction-Based Domain. Int. J. Softw. Eng. Knowl. Eng. 21(8): 1147-1167 (2011) - [c6]Jason Yong-Jin Tee, Lay-Ki Soon, Bali Ranaivo-Malançon:
Finding Web Document Associations Using Frequent Pairs of Adjacent Words. KTW 2011: 360-363 - [c5]Wein-Pei Wong, Ke-Xin Chan, Lay-Ki Soon:
Benchmarking the Performance of Support Vector Machines in Classifying Web Pages. KTW 2011: 375-378 - 2010
- [c4]Lay-Ki Soon, Sang Ho Lee:
Classifying Web Pages Using Information Extraction Patterns Preliminary Results and Findings. SITIS 2010: 195-202
2000 – 2009
- 2008
- [c3]Lay-Ki Soon, Sang Ho Lee:
Identifying Equivalent URLs Using URL Signatures. SITIS 2008: 203-210 - 2007
- [c2]Lay-Ki Soon, Sang Ho Lee:
Explorative Data Mining on Stock Data - Experimental Results and Findings. ADMA 2007: 562-569 - [c1]Lay-Ki Soon, Sang Ho Lee:
An Empirical Study of Similarity Search in Stock Data. AIDM 2007: 29-36
Coauthor Index
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