Mi-Young Kim

Mi-Young Kim [Semantic Scholar] [Google Scholar]

Assistant Professor of Computing Science, Augustana Faculty, University of Alberta
Adjunct Professor in Department of Computing Science, North Campus, University of Alberta

I am seeking excellent Postdoc candidates with demonstrated initiative and accomplishments in the background of Natural Language Processing and Deep Learning. Please contact me at miyoung2(at)ualberta.ca .

Bio

Pohang University of Science and Technology (POSTECH)

Competition on Legal Information Extraction/Entailment (COLIEE) 2014-current

COLIEE 2022 Competition.

Publications

2022

Jiayi Dai, Mi-Young Kim, and Randy Goebel
Interactive Rationale Extraction for Text Classification.
In Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022. pp. 1-7
Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel
Locally Distributed Activation Vectors for Guided Feature Attribution
In Proceedings of the 29th International Conference on Computational Linguistics (COLING) (pp. 994-1005).
Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel
Neural Networks with Feature Attribution and Contrastive Explanations
in ECML PKDD, pp. 1-16
Juliano Rabelo, Mi-Young Kim and Randy Goebel
Semantic-based Classification of Relevant Case Law
In the proc. of the sixteenth International Workshop on Juris-informatics, June, 2022, pp. 26-32
Mi-Young Kim, Juliano Rabelo, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano and Ken Satoh
COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment
In the proc. of the sixteenth International Workshop on Juris-informatics, June, 2022, pp. 3-16
Juliano Rabelo, Randy Goebel, Mi-Young Kim, Yoshinobu Kano, Masaharu Yoshioka, and Ken Satoh
Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 2021
In the Journal of Review of Socionetwork Strategies, 16(1):111-133,2022
Mi-Young Kim, Juliano Rabelo, Kingsley Okeke, Randy Goebel
Legal Information Retrieval and Entailment based on BM25, Transformer and Semantic Thesaurus methods
In the Journal of Review of Socionetwork Strategies,16(1):157-174, 2022

2021

Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaiane, Mohammad-Hossein Motallebi, Juliano Rabelo, Talat Syed, Hengshuai Yao, and Peter Chun
A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence
In the Journal of Machine Learning and Knowledge Extraction, 3(4), pp.900-921.
Housam Khalifa Bashier, Mi-Young Kim and Randy Goebel
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector
In EACL, pp. 3021-3030, Apr, 2021

2020

Housam Khalifa Bashier, Mi-Young Kim and Randy Goebel
RANCC: Rationalizing Neural Networks via Concept Clustering
In COLING, 3214-3224, Dec 2020
Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano and Ken Satoh
COLIEE 2020: Methods for Legal Document Retrieval and Entailment
In LNCS (selected paper from JSAI International Symposium on Artificial Intelligence), vol 12758, pp. 196-210, 2021, Springer, Cham
Juliano Rabelo, Mi-Young Kim and Randy Goebel
Application of Text Entailment Techniques in COLIEE 2020
In LNCS (selected paper from JSAI International Symposium on Artificial Intelligence), vol 12758, pp. 240-253, 2021, Springer, Cham
Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, Ken Satoh
A Summary of the COLIEE 2019 Competition
In LNCS (selected paper from JSAI International Symposium on Artificial Intelligence). 12331:34-49, 2020

2019

Randy Goebel, Mi-Young Kim, Egon Jonsson and Ulli Wolfaardt
PD67 Strengthening and Accelerating Health Technology Assessments Through Artificial Intelligence
In International Journal of Technology Assessment in Health Care. 34: 154-155, 2019
Yoshinobu Kano, Mi-Young Kim, Masaharu Yoshioka, Yao Lu, Juliano Rabelo, Naoki Kiyota, Randy Goebel, Ken Satoh
COLIEE-2018: Evaluation of the Competition on Legal Information Extraction and Entailment
In LNCS (selected paper from JSAI International Symposium on Artificial Intelligence)). 11717:177-192, 2019
Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano and Ken Satoh
A Summary of the COLIEE 2019 Competition
In LNCS (selected paper from JSAI International Symposium on Artificial Intelligence). 12331:34-49, 2020
Juliano Rabelo, Mi-Young Kim, Randy Goebel
Combining Similarity and Transformer Methods for Case Law Entailment
In International Conference on Artificial Intelligence and Law (ICAIL), pp. 290-296, 2019
Mi-Young Kim, Juliano Rabelo, Randy Goebel
Statute Law Information Retrieval and Entailment
In International Conference on Artificial Intelligence and Law (ICAIL), pp. 283-289, 2019

2018

Mi-Young Kim, Yao Lu, and Randy Goebel
Textual Entailment in Legal Bar Exam Question Answering Using Deep Siamese Networks
In LNCS (selected paper from JSAI-isAI 2017). (10838): 35-48, 2018
Yoshinobu Kano, Mi-Young Kim, Masaharu Yoshioka, Yao Lu, Juliano Rabelo, Naoki Kiyota, Randy Goebel, Ken Satoh
COLIEE-2018: Evaluation of the Competition on Case Legal Information Extraction and Entailment
In LNCS (selected paper from JSAI-isAI 2018), 11717:177-192, 2019
Juliano Rabelo, Mi-Young Kim, Housam Babiker, and Randy Goebel
Legal Information Extraction and Entailment for Statute Law and Case Law
In International Workshop on Juris-informatics (JURISIN) associated with JSAI International Symposia on AI (JSAI-isAI), 2018

2017

Mi-Young Kim, Ying Xu, and Randy Goebel
Applying a Convolutional Neural Network to Legal Question Answeiring
In Lecture Notes in Artificial Intelligence Vol.10091:282-294, July, 2017
Mi-Young Kim, Ying Xu, Yao Lu, and Randy Goebel
Question Answering of Bar Exams by Paraphrasing and Legal Text Analysis
In Lecture Notes in Artificial Intelligence Vol.10247:299-313, 2017
Mi-Young Kim, and Randy Goebel
Two-step Cascaded Textual Entailment for Legal Bar Exam Question Answering
In International Conference on Artificial Intelligence and Law, June, 2017
Hamman W. Samuel, Mi-Young Kim, Sankalp Prabhakar, Mohomed Shazan Mohomed Jabbar, Osmar Zaiane
Community Question Retrieval in Health Forums
In IEEE International Conference on Biomedical and Health Informatics, February, 2017
Mi-Young Kim, and Randy Goebel
Exploiting a Siamese Network to Improve Textual Entailment in Answering Legal Bar Exam Questions
In International Workshop on Juris-informatics (JURISIN) associated with JSAI International Symposia on AI (JSAI-isAI), 2017

2016

Mi-Young Kim, Randy Goebel, Yoshinobu Kano, and Ken Satoh
COLIEE-2016: Evaluation of the Competition on Legal Information Extraction and Entailment
In Tenth International Workshop on Juris-informatics(JURISIN 2016), November, 2016

2015

Mi-Young Kim, Ying Xu, Osmar R. Zaiane, Randy Goebel
Recognition of Patient-Related Named Entities in Noisy Tele-Health Texts
ACM Transactions on Intelligent Systems and Technology (TIST), pp.1-23, 2015
Mi-Young Kim, Randy Goebel, and Ken Satoh
COLIEE-2015: Evaluation of Legal Question Answering
In Ninth International Workshop on Juris-informatics(JURISIN 2015), November, 2015
Mi-Young Kim, Ying Xu, and Randy Goebel
A Convolutional Neural Network in Legal Question Answering
In Ninth International Workshop on Juris-informatics(JURISIN 2015), November, 2015
Hamman W. Samuel, Mi-Young Kim, Sankalp Prabhakar, Mohomed Shazan Mohomed Jabbar
Golden Retriever: Question Retrieval System
IEEE International Conference on Healthcare Informatics, Oct. 2015
Ying Xu, Christoph Ringlstetter, Mi-Young Kim, Grzegorz Kondrak, Randy Goebel, Yusuke Miyao
A Lexicalized Tree Kernel for Information Extraction
In ACL, pp.279-284, July, 2015

2014

Mi-Young Kim, Ying Xu, Randy Goebel, and Ken Satoh
Answering Yes/No Questions in Legal Bar Exams
In LNCS, pp. 199-213, 2014
Mi-Young Kim, and Randy Goebel
Information Extraction in Legal Texts
In the Japan-Korea Joint Workshop, 2014
Mi-Young Kim, Ying Xu, and Randy Goebel
Alberta-KXG: Legal Question Answering using Ranking SVM and Syntactic/Semantic Similarity
In the International Workshop on Juris-informatics (JURISIN), 2014

2013

Ying Xu, Mi-Young Kim, Kevin Quinn, Randy Goebel and Denilson Barbosa
Open Information Extraction with Tree Kernels.
In proceedings of NAACL, pp. 868-877, 2013.
Mi-Young Kim, Ying Xu, and Randy Goebel
Summarization of Legal Texts with High Cohesion and Automatic Compression Rate.
In LNAI 7856, 2013.
Mi-Young Kim, Ying Xu, Osmar Zaiane and Randy Goebel
Patient Information Extraction in Noisy Tele-health Texts
In IEEE International Conference on Bioinformatics and Biomedicine, pp 326-329, 2013.

2011

Mi-Young Kim and Randy Goebel
Adaptive-capacity and Robust Natural Language Watermarking for Agglutinative Languages
In Journal of Security and Communiation Networks, 5:301-310, 2012.

2010

Mi-Young Kim and Randy Goebel
Detection and Normalization of Medical Terms Using Domain-specific Term Frequency and Adaptive Ranking.
In proceedings of IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB), pp.1-5, 2010.
Mi-Young Kim, Qing Dou, Osmar R. Zaiane, and Randy Goebel
Unsupervised Mapping of Sentences to Biomedical Concepts based on Integrated Information Retrieval Model and Clustering.
In proceedings of ACM International Conference on Bioinformatics and Computational Biology (ACM-BCB), pp. 322-329, 2010.
Mi-Young Kim, Osmar R. Zaiane, and Randy Goebel
Natural Language Watermarking Based on Syntactic Displacement and Morphological Division.
In proceedings of IEEE International Workshop on Security, Trust, and Privacy for Software Applications in Computer Software and Applications Conference (COMPSAC), pp.164-169, 2010.
Sittichai Jiampojamarn, Kenneth Dwyer, Shane Bergsma, Aditya Bhargava, Quing Dou, Mi-Young Kim, and Grzegorz Kondrak
Transliteration Generation and Mining with Limited Training Resources.
In Named Entities Workshop in ACL, pp.39-47, 2010.

2008

Mi-Young Kim
Text Watermarking by Dividing a Predicate Nominal into a Nominal and a Predicate.
In proceedings of IEEE Asia-Pacific Services Computing Conference, 2008.
Mi-Young Kim
Detection of Protein Subcellular Localization based on Syntactic Relations.
In Journal of Korea Information Processing Society,Vol.15(4),pp.375-382, 2008
Mi-Young Kim
Mining of Protein Subcellular Localizations based on a Syntactic Dependency Tree and WordNet.
In proc. of Joint Conference on Knowledge-based Software Engineering, 2008.
Mi-Young Kim
Natural Language Watermarking for Korean Using Adverbial Displacement.
In proc. of International Conference on Multimedia and Ubiquitous Engineering, pp. 576-581, 2008.
Mi-Young Kim
Detection of Gene Interactions based on Syntactic Relations.
In Journal of Biomedicine and Biotechnology, pp.1-9, 2008.

2007

Mi-Young Kim
Detection of Protein Subcellular Localization based on Syntactic Dependency Paths.
In proc. of International Conference on Convergence Information Technology, pp. 1065-1070, 2007.
Mi-Young Kim
Syntactic Analysis for Detection of Gene Interactions.
In Journal of Korea Information Processing Society, Vol.14-B(5), 2007.
Mi-Young Kim
Three-phase Detection of Gene Interactions based on Syntactic Paths.
In proc. of Frontiers in the Convergence of Bioscience and Information Technologies, 2007.
Mi-Young Kim
Determining the Dependency among Clauses based on SVM.
In Journal of Korea Information Processing Society, Vol.24-B(2), 2007.
Mi-Young Kim
Determining the Dependency among Clauses based on Machine Learning Techniques.
In ICANNGA, 2007.

2006

Mi-Young Kim
A Hybrid Method to Determine Inter-clause Dependency.
In Journal of Computer Processing of Oriental Languages (IJCPOL), Vol.19(2-3), 2006.
Mi-Young Kim
Classification of Relative Clauses Using Easily Obtainable Features.
In Journal of Computer Processing of Oriental Languages (IJCPOL), Vol.19(2-3), 2006.
Meixun Jin, Mi-Young Kim, and Jong-Hyeok Lee
Segmentation of Long Chinese Sentences using Comma Classification.
In Journal of Korea Information Science Society, Vol.33(5), 2006.

2005

Meixun Jin, Mi-Young Kim, and Jong-Hyeok Lee
Two-phase Shift-Reduce Deterministic Dependency Parser of Chinese.
In proc. of International Joint Conference on Natural Language Processing (IJCNLP), pp.256-261, 2005
Myung-Chul Shin, Yong-Hun Lee, Mi-Young K im, You-Jin Chung, Jong-Hyeok Lee
Semantic Role Assignment for Korean Adverbial Case Using Sejong Electronic Dictionary
Yong-hun Lee, Mi-Young Kim, and Jong-Hyeok Lee
Chunking Using Conditional Random Fields in Korean Texts.
In IJCNLP 2005.
Mi-Young Kim, and Jong-Hyeok Lee
Syntactic Analysis based on S-clause segmentation.
In Journal of Korea Information Science Society, Vol.32(9), 2005.
Mi-Young Kim, and Jong-Hyeok Lee
Two-phase S-clause Segmentation.
In Journal of IEICE Transactions on Information and Systems, Vol.E88-D(7), 2005.

2004

Mi-Young Kim, and Jong-Hyeok Lee
Machine Learning-based S-clause Segmentation.
In Journal of Computer Processing of Oriental Languages (IJCPOL), Vol.17(4), 2004.
Mi-Young Kim, and Jong-Hyeok Lee
Syntactic Analysis of Long Sentences based on S-clauses.
In proc. of International Joint Conference on Natural Language Processing (IJCNLP), 2004.
Meixun Jin, Mi-Young Kim, and Jong-Hyeok Lee
Segmentation of Chinese Long Sentences Using Commas.
In SIGHAN workshop in ACL 2004.

2003

Mi-Young Kim, and Jong-Hyeok Lee
S-clause Segmentation for Efficient Syntactic Analysis Using Decision Trees.
In Australasian Language Technology Workshop (ALTW), 2003.
Mi-Young Kim, and Jong-Hyeok Lee
S-clause Segmentation for Efficient Syntactic Analysis of Long Sentences.
In proc. of International Conference on Computer Processing of Oriental Languages (ICCPOL), 2003.
Meixun Jin, Mi-Young Kim, Dongil Kim, Jong-Hyeok Lee
Identification of Chinese Coordinate Structure in case of no Conjuncts
In Proc. of the Korean Information Science Society Conference, pp. 492-494, 2003

2002

Cui Zheng, Mi-Young Kim, Dongil Kim, and Jong-Hyeok Lee
Resolving Structural Ambiguity of Chinese V+NP1+de+NP2 Syntactic Pattern.
In proc. of Korean Information Science Society Conference

2001

Mi-Young Kim, Sin-Jae Kang, and Jong-Hyeok Lee
Resolving Ambiguity in Inter-chunk Dependency Parsing.
In proc. of Natural Language Processing Pacific Rim Symposium (NLPRS), 2001.

2000

Text chunking by rule and lexical information

1999

Oh-Woog Kwon, Yu-Jin Chung, Mi-Young Kim, Dong-Won Ryu, Moon-Ki Lee, Jong-Hyeok Lee
Korean morphological analyzer and part-of-speech tagger based on CYK algorithm using syllable information
In. Proc. of the Annual Conference on Human and Cognitive Language Technology, pp. 76-86, 1999