Soon Lay Ki

Research output

Research output per year 2007 2012 2014 2025

• 47 Conference Paper
• 15 Article
• 1 Review Article

Research output per year

Research output per year

Search results

• 2024

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

  Cheng, C. Q., Wong, K. S. & Soon, L. K., 2024, 2024 International Conference on Electronics, Information, and Communication, ICEIC 2024. Park, Y.-H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

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

  Chanthran, M. R., Soon, L.-K., Ong, H. F. & Selvaretnam, B., 2024, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Paris France: European Language Resources Association (ELRA), p. 10999-11022 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File

• ReNoVi: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations

  Zhan, H., Li, Z., Kang, X., Feng, T., Hua, Y., Qu, L., Ying, Y., Chandra, M. R., Rosalin, K., Jureynolds, J., Sharma, S., Qu, S., Luo, L., Soon, L.-K., Azad, Z. S., Zukerman, I. & Haffari, G., 2024, Findings of the Association for Computational Linguistics: NAACL 2024. Duh, K., Gomez, H. & Bethard, S. (eds.). Kerrville TX USA: Association for Computational Linguistics (ACL), p. 3104-3117 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File
  2 Citations (Scopus)
• 2023

  Can ChatGPT perform reasoning using the IRAC method in analyzing legal scenarios like a lawyer?

  Kang, X., Qu, L., Soon, L.-K., Trakic, A., Zhuo, T. Y., Emerton, P. C. & Grant, G., 2023, The 2023 Conference on Empirical Methods in Natural Language Processing - Findings of the Association for Computational Linguistics: EMNLP 2023. Tomeh, N., Fujita, A., Sun, A., Wang, B., Tong, R. & Cotterell, R. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 13900-13923 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File
  6 Citations (Scopus)

• Emotion-aware chatbot with cultural adaptation for mitigating work-related stress

  Ng, S. H., Soon, L.-K. & Su, T. T., 2023, Asian HCI Symposium'23 Proceedings. Sari, E., Ghazali, M. & Tedjasaputra, A. B. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 41-50 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)

• SocialDial: A benchmark for socially-aware dialogue system

  Zhan, H., Li, Z., Wang, Y., Luo, L., Feng, T., Kang, X., Hua, Y., Qu, L., Soon, L.-K., Sharma, S., Zukerman, I., Semnani-Azad, Z. & Haffari, R., 2023, Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. P. Kato, M., Mothe, J. & Poblete, B. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2712-2722 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access
  6 Citations (Scopus)
• 2022

  CrudeOilNews: an annotated Crude Oil News corpus for event extraction

  Lee, M., Soon, L. K., Siew, E. G. & Sugianto, L. F., 2022, Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). Paris France: European Language Resources Association (ELRA), p. 465-479 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

  Open Access

  File
  6 Citations (Scopus)

• Improved automated essay scoring using Gaussian Multi-Class SMOTE for dataset sampling

  Tan, J. S., Tan, I. K. T., Soon, L. K. & Ong, H. F., 2022, Proceedings of the 15th International Conference on Educational Data Mining. Mitrovic, A. & Bosch, N. (eds.). Durham UK: International Educational Data Mining Society, 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File
  2 Citations (Scopus)
• 2021

  Effective use of Graph Convolution Network and contextual sub-tree for commodity news event extraction

  Lee, M., Soon, L. K. & Siew, E. G., 2021, Proceedings of the Third Workshop on Economics and Natural Language Processing (ECONLP 2021). Hahn, U., Hoste, V. & Stent, A. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 69-81 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

  Open Access

  File
  5 Citations (Scopus)
• 2020

  A neural machine translation approach for translating Malay parliament Hansard to English text

  Low, Y. Z., Soon, L.-K. & Sapai, S., 2020, 2020 International Conference on Asian Language Processing (IALP). Lu, Y., Dong, M., Soon, L.-K. & Gan, K. H. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 316-320 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  4 Citations (Scopus)

• LODeDeC: a framework for integration of entity relations from knowledge graphs

  Govindapillai, S., Soon, L.-K. & Haw, S.-C., 2020, 15th Asia Information Retrieval Societies Conference, AIRS 2019 Hong Kong, China, November 7–9, 2019 Proceedings. Wang, F. L., Xie, H., Lam, W., Sun, A., Ku, L.-W., Hao, T., Chen, W., Wong, T.-L. & Tao, X. (eds.). Cham Switzerland: Springer, p. 195-201 7 p. (Lecture Notes in Computer Science; vol. 12004).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Schema-agnostic entity matching using pre-trained language models

  Teong, K. S., Soon, L. & Su, T. T., 2020, Proceedings of the 29th ACM International Conference on Information & Knowledge Management. Hauff, C., Curry, E. & Cudre Mauroux, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2241-2244 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  15 Citations (Scopus)
• 2019

  Comparing DBpedia, Wikidata, and YAGO for web information retrieval

  Pillai, S. G., Soon, L.-K. & Haw, S.-C., 2019, Intelligent and Interactive Computing - Proceedings of IIC 2018. Piuri, V., Emilia Balas, V., Borah, S. & Sakinah Syed Ahmad, S. (eds.). Singapore Singapore: Springer, p. 525-535 11 p. (Lecture Notes in Networks and Systems; vol. 67).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  10 Citations (Scopus)

• Cyberbullying detection using deep learning and word embeddings: an empirical study

  Al-Hashedi, M., Soon, L. K. & Goh, H. N., 2019, Proceedings of the 2019 2nd International Conference on Computational Intelligence and Intelligent Systems (CIIS 2019). C.C. Cheung, R. & KDV Yarlagadda, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 17-21 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  27 Citations (Scopus)

• Performance evaluation of XML query processing in centralized and distributed environment

  Subramaniam, S., Haw, S.-C. & Soon, L.-K., 2019, Proceedings of the 2019 2nd International Conference on Computational Intelligence and Intelligent Systems (CIIS 2019). C.C. Cheung, R. & KDV Yarlagadda, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 129-133 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• Popularity of university based on sentiment analysis in social network media

  Koh, C. L., Haw, S. C. & Soon, L. K., Oct 2019, International Conference on Advanced Science, Engineering and Technology 2019. Hwee Ling, W. (ed.). 3S ed. Bhopal India: Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP), Vol. 8. p. 25-30 6 p. 6. (International Journal of Recent Technology and Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File
• 2018

  An exploratory study on Latent-Dirichlet Allocation models for aspect identification on short sentences

  Bakar, A. A., Soon, L.-K. & Goh, H.-N., 2018, Computational Science and Technology: 4th ICCST 2017, Kuala Lumpur, Malaysia, 29–30 November, 2017. Alfred, R., Iida, H., Ag. Ibrahim, A. A. & Lim, Y. (eds.). Singapore Singapore : Springer, p. 314-323 10 p. (Lecture Notes in Electrical Engineering; vol. 488).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)

• Leveraging part-of-speech tagging for sentiment analysis in short texts and regular texts

  Khong, W.-H., Soon, L.-K., Goh, H.-N. & Haw, S.-C., 2018, Semantic Technology: 8th Joint International Conference, JIST 2018 Awaji, Japan, November 26–28, 2018 Proceedings. Ichise, R., Lecue, F., Kawamura, T., Zhao, D., Muggleton, S. & Kozaki, K. (eds.). Cham Switzerland : Springer, p. 182-197 16 p. (Lecture Notes in Computer Science ; vol. 11341).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  22 Citations (Scopus)

• Social Media analytics for dengue monitoring in Malaysia

  Kannan, R., Govindasamy, M. A., Soon, L.-K. & Ramakrishnan, K., 2018, Proceedings - 8th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2018). Adnan, R. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 105-108 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  5 Citations (Scopus)

• Using the Reddit corpus for cyberbully detection

  Bin Abdur Rakib, T. & Soon, L.-K., 2018, 10th Asian Conference, ACIIDS 2018 Dong Hoi City, Vietnam, March 19–21, 2018 Proceedings, Part I. Nguyen, N. T., Hoang, D. H., Hong, T.-P., Pham, H. & Trawinski, B. (eds.). Cham Switzerland: Springer, p. 180-189 10 p. (Lecture Notes in Computer Science; vol. 10751).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  18 Citations (Scopus)
• 2017

  Crawling social media to create morphological resource of under-resourced language: Melanau language

  Saee, S., Bali, R. M., Soon, L. K. & Lim, T. Y., 2017, 2017 2nd International Conference on Information in Business and Technology Management (I2BM). Ibrahim, Z. (ed.). 11 ed. USA: American Scientific Publishers, Vol. 23. p. 11503-11507 5 p. (Advanced Science Letters).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  1 Citation (Scopus)

• DGReLab⁺: improving XML path query processing by avoiding buffering irrelevant results

  Subramaniam, S., Haw, S.-C. & Soon, L.-K., 2017, 7th International Conference on Advances and Computing & Communications, ICACC-2017. Gahegan, M. & Paul Mulerikkal, J. (eds.). Elsevier, Vol. 115. p. 804-811 8 p. (Procedia Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

  Open Access

  File
  3 Citations (Scopus)
• 2016

  RL-Frag: a framework for query processing over fragmented XML data stream

  Subramaniam, S., Haw, S. C., Soon, L. K. & Koong, K. L., 2016, International Conference on Computer Science, Engineering and Technology (COMCSET 2016). Musa Jaber, M. (ed.). 5 ed. India: Indian Society for Education and Environment, Vol. 11. p. 289-294 6 p. 211. (International Journal of Soft Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File
• 2015

  ReLab: a subtree based labeling scheme for efficient XML query processing

  Subramaniam, S., Haw, S. C. & Soon, L. K., 2 Sept 2015, ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies. Ismail, M. & Ramli, N. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 121-125 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  9 Citations (Scopus)

• Structural analyses of Malaysian Web and host graphs

  Tee, J. Y. J., Soon, L. K. & Ting, C. Y., 19 Oct 2015, Proceedings - 2015 International Conference on Future Internet of Things and Cloud, FiCloud 2015 and 2015 International Conference on Open and Big Data, OBD 2015. Younas, M., Awan, I. & Mecella, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 443-450 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2014

  Automatic acquisition of morphological resources for Melanau language

  Saee, S., Soon, L. K., Lim, T. Y., Ranaivo-Malancon, B., Juk, J. & Tang, E. K., 3 Dec 2014, Proceedings of the International Conference on Asian Language Processing 2014, IALP 2014. Dong, M., Lu, Y., Banchs, R. E. & Ranaivo-Malancon, B. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 203-206 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Learning the mapping rules for sentiment analysis

  Tan, S. S., Soon, L. K., Lim, T. Y., Tang, E. K. & Loo, C. K., 3 Nov 2014, Web-KR '14: Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning. p. 19-22 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Learning to match heterogeneous structures using partially labeled data

  Tan, S. S., Lim, T. Y., Soon, L. K. & Tang, E. K., 3 Nov 2014, Web-KR '14: Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning. p. 45-48 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Natural language processing for sentiment analysis: an exploratory analysis on tweets

  Chong, W. Y., Selvaretnam, B. & Soon, L. K., 2014, Proceedings - 2014 4th International Conference on Artificial Intelligence with Applications in Engineering and Technology, ICAIET 2014. Al-Dabass, D., Saad, I., Mohamad, K. A. & Hijazi, M. H. A. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 212-217 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  56 Citations (Scopus)
• 2013

  Context-dependent multilingual lexical lookup for under-resourced languages

  Lim, L. T., Soon, L. K., Lim, T. Y., Tang, E. K. & Ranaivo-Malançon, B., 2013, Short Papers. Association for Computational Linguistics (ACL), p. 294-299 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  2 Citations (Scopus)

• Semi-automatic acquisition of two-level morphological rules for Iban language

  Saee, S., Soon, L. K., Lim, T. Y., Ranaivo-Malançon, B. & Tang, E. K., 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 1 ed. p. 174-188 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)
• 2012

  Automatic identification of protagonist in fairy tales using verb

  Goh, H. N., Soon, L. K. & Haw, S. C., 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 2 ed. p. 395-406 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  9 Citations (Scopus)

• Benchmarking the performance of support vector machines in classifying web pages

  Wong, W. P., Chan, K. X. & Soon, L. K., 2012, Knowledge Technology - Third Knowledge Technology Week, KTW 2011, Revised Selected Papers. p. 375-378 4 p. (Communications in Computer and Information Science; vol. 295 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Clustering users in micro blogging social networks using probabilistic topic modeling - A framework

  Dolatabadi, H., Soon, L. K., Shirazi, M. N. & Mohammadi, M., 2012, Proceedings - 12th International Conference on Computational Science and Its Applications, ICCSA 2012. p. 113-116 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)

• Credit card fraud detection: personalized or aggregated model

  Alowais, M. I. & Soon, L. K., 2012, Proceedings - 2012 3rd FTRA International Conference on Mobile, Ubiquitous, and Intelligent Computing, MUSIC 2012. p. 114-119 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  12 Citations (Scopus)

• Finding web document associations using frequent pairs of adjacent words

  Tee, J. Y. J., Soon, L. K. & Ranaivo-Malançon, B., 2012, Knowledge Technology - Third Knowledge Technology Week, KTW 2011, Revised Selected Papers. p. 360-363 4 p. (Communications in Computer and Information Science; vol. 295 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• From raw text to morphological rules for Iban morphological analyser

  Saee, S., Soon, L. K., Lim, T. Y., Ranaivo-Malançon, B. & Tang, E. K., 2012, 2012 International Conference on Asian Language Processing. p. 21-24 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review

• VAHA: verbs associate with human activity - a study on fairy tales

  Goh, H. N., Soon, L. K. & Haw, S. C., 2012, Advanced Research in Applied Artificial Intelligence - 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Proceedings. p. 313-322 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7345 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• Web crawler with URL signature - a performance study

  Soon, L. K., Ku, Y. E. & Lee, S. H., 2012, Proceedings - 2012 4th Conference on Data Mining and Optimization, DMO 2012. p. 127-130 4 p. (Conference on Data Mining and Optimization).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• WebSum: enhanced SumBasic algorithm for Web site summarization

  Tee, J. Y. J., Soon, L. K. & Ting, C. Y., 2012, Proceedings - 2012 4th Conference on Data Mining and Optimization, DMO 2012. p. 137-142 6 p. (Conference on Data Mining and Optimization).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)
• 2010

  An empirical study on harmonizing classification precision using IE patterns

  Soon, L. K., Hwang, K. B. & Lee, S. H., 2010, 2nd International Conference on Software Engineering and Data Mining, SEDM 2010. p. 251-256 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  4 Citations (Scopus)

• Classifying web pages using information extraction patterns - Preliminary results and findings

  Soon, L. K. & Lee, S. H., 2010, Proceedings of the 6th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2010. p. 195-202 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Extended balancing ontological and operational factors in refining multiagent neighborhood using ACO

  Yean, L. C., Ming, L. T. & Soon, L. K., 2010, Proceedings 2010 International Symposium on Information Technology - System Development and Application and Knowledge Society, ITSim'10. p. 1398-1400 3 p. (Proceedings 2010 International Symposium on Information Technology - System Development and Application and Knowledge Society, ITSim'10; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2008

  Enhancing URL normalization using metadata of web pages

  Soon, L. K. & Lee, S. H., 2008, Proceedings of the 2008 International Conference on Computer and Electrical Engineering, ICCEE 2008. p. 331-335 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  3 Citations (Scopus)

• Identifying equivalent URLs using URL signatures

  Soon, L. K. & Lee, S. H., 2008, SITIS 2008 - Proceedings of the 4th International Conference on Signal Image Technology and Internet Based Systems. p. 203-210 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  6 Citations (Scopus)
• 2007

  An empirical study of similarity search in stock data

  Soon, L. K. & Lee, S. H., 2007, Integrating Artificial Intelligence and Data Mining - Proceeding of the 2nd International Workshop on Integrating Artificial Intelligence and Data Mining, AIDM 2007. Ong, K.-L., Gao, J. & Li, W. (eds.). Australian Computer Science Society, (Conferences in Research and Practice in Information Technology Series; vol. 84).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  4 Citations (Scopus)

• Explorative data mining on stock data -experimental results and findings

  Soon, L. K. & Lee, S. H., 2007, Advanced Data Mining and Applications - Third International Conference, ADMA 2007, Proceedings. Springer, p. 562-569 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4632 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  5 Citations (Scopus)