Publication

X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment.
DongJae Shin*, HyeonSeok Lim*, Inho Won, ChangSu Choi, Minjun Kim, SeungWoo Song, HanGyeol Yoo, SangMin Kim, KyungTae Lim (*First author)
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (Findings of NAACL 2024, BK 우수학술대회)

Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean.
ChangSu Choi, Yongbin Jeong, Seoyoon Park, InHo Won, HyeonSeok Lim, SangMin Kim, Yejee Kang, Chanhyuk Yoon, Jaewan Park, Yiseul Lee, HyeJin Lee, Younggyun Hahm, Hansaem Kim and KyungTae Lim.
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (LREC-COLING 2024, BK 우수학술대회)

Towards Standardized Annotation and Parsing for Korean FrameNet.
Yige Chen, Jae Ihn, KyungTae Lim* and Jungyeul Park. (*Corresponding author)
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (LREC-COLING 2024, BK 우수학술대회)

A Linguistically-Informed Annotation Strategy for Korean Semantic Role Labeling.
Yige Chen, KyungTae Lim* and Jungyeul Park. (*Corresponding author)
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (LREC-COLING 2024, BK 우수학술대회)

BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining.
Minjun Kim*, Seungwoo Song*, Youhan Lee, Haneol Jang, Kyungtae Lim. (*First author)
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence  (AAAI2024, BK 우수학술대회).

K-UniMorph: Korean Universal Morphology and its Feature Schema
Eunkyul Leah Jo, Kyuwon Kim, Xihan Wu, KyungTae Lim, Jungyeul Park, and Chulwoo Park.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2023, BK 우수학술대회)

Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss.
Youhan Lee, KyungTae Lim, Woonhyuk Baek, Byungseok Roh, and Saehoon Kim. 2022
In Proceedings of the 29th International Conference on Computational Linguistics. (COLING 2022, BK 우수학술대회)

Yet Another Format of Universal Dependencies for Korean.
Yige Chen, Eunkyul Leah Jo, Yundong Yao, KyungTae Lim*, Miikka Silfverberg, Francis M. Tyers, and Jungyeul Park (*Corresponding author)
In Proceedings of the 29th International Conference on Computational Linguistics. (COLING 2022, BK 우수학술대회)

KLUE: Korean Language Understanding Evaluation.
Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Youngsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Ryu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (NeurIPS 2021, BK 우수학술대회)

SemiSupervised Learning on Meta Structure : Multi-Task Tagging and Parsing in Low-Resource Scenarios.
KyungTae Lim*, Jay-Yoon Lee*, Jaime Carbonell, and Thierry Poibeau.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020, BK 우수학술대회)

Affordances in Grounded Language Learning.
Stephen McGregor, KyungTae Lim.
Proceedings of the Eight Workshop on Cognitive Aspects of Computational Language Learning and Processing (CACLLP 2018)

SEx BiST : A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations.
KyungTae Lim, Cheoneum Park, Changki Lee and Thierry Poibeau.
Proceedings of the CoNLL 2018 Shared Task : Multilingual Parsing from Raw Text to Universal Dependencies (CoNLL 2018, 한국정보과학회 선정 우수국제학술대회)

Dependency parsing of code-switching data with cross-lingual feature representations.
Niko Partanen, KyungTae Lim, Michael Rießler, and Thierry Poibeau.
In Proceedings of the Fourth International Workshop on Computatinal Linguistics of Uralic Languages. (IWLCL 2018). pages 1–17.

Multilingual Dependency Parsing for LowResource Languages : Case Studies on North Saami and Komi-Zyrian.
KyungTae Lim, Niko Partanen, and Thierry Poibeau.
In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)

A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations.
KyungTae Lim, and Thierry Poibeau.
Proceedings of the CoNLL 2017 Shared Task : Multilingual Parsing from Raw Text to Universal Dependencies (CoNLL 2017, 한국정보과학회 선정 우수국제학술대회)

A Study of URI Spotting for Question Answering over Linked Data (QALD).
KyungTae Lim, NamKyoo Kang, and Min-Woo Park.
Intelligent Information Processing VIII : 9th IFIP TC 12 International Conference, IIP 2016, Melbourne, Australia, Proceedings 9. Springer

Sow Posture Analysis and Estrus Prediction using Closed-circuit Television Cameras,
Sookeun Song, Taegeun Kang, KyungTae Lim, Konmin Kim, Hyunbean Yi.
IEEE Access on Jan. 2024. (SCIE)

A Novel Communication Framework for Reduction of Staffs in Advanced MCRs of SMRs: A Prototype Development of a NLP-based System,
Taejin Kim, Donghan Yoo, Jongin Yang, Seoryong Koo, KyungTae Lim.
Nuclear Technology on Jan. 2024. (SCIE)

Lightweight Image Steganalysis with Block-wise Pruning.
Eungi Hong*, KyungTae Lim*, TaeWoo Oh, Haneol Jang. (*First author)
Scientific Report on October 2023. (SCIE Q1) 

 Data Augmentation of X-ray Images for Automatic Cargo Inspection of Nuclear Items.
Haneol Jang, Chansuh Lee, Hansol Ko, and KyungTae Lim.
Sensors on August 2023. (SCIE Q2) 

Korean Named Entity Recognition Based on Language Specific Features.
Yige Chen*, KyungTae Lim*, Jungyeul Park. (*First author)
Natural Language Engineering on July 2023. (SSCI, A&HCI Q1) 

Neural automated writing evaluation for Korean L2 writing.
KyungTae Lim*, Jayoung Song* and Jungyeul Park. (*First author)
Natural Language Engineering on July 2022. (SSCI, A&HCI Q1)

Real-world Sentence Boundary Detection using Multi-Task Learning: A case study on French.
KyungTae Lim and Jungyeul Park.
Natural Language Engineering. April 2022 (SSCI, A&HCI Q1)

Part-of-Speech Tagging Using Multiview Learning.
KyungTae Lim and Jungyeul Park.
IEEE Access (2020), Volume 8, 195184 - 195196. (SCIE)

Analyse syntaxique de langues faiblement dotées à partir de plongements de mots multilingues.
KyungTae Lim, Niko Partanen, and Thierry Poibeau.
Traitement Automatique des Langues, ATALA, Traitement automatique des langues peu dotées (2018), 59 (3), pp.67-91. (SCOPUS)

A Study of Historical Importance Using Wikipedia Link Structure.
KyungTae Lim, Myung-Seok Yang, Nam-Kyu Kang and Gwang-Nam Choi.
International Information Institute (Tokyo). Information, 19.1 (2016) : 55. (SCOPUS)

Enrichment of DBpedia by Linking Korean WordNet and Improving Web Resource Accessibility.
KyungTae Lim, YoungGyun Hahm, Martin Rezk, Jungyeul Park, Yongun Yoon and Key-Sun Choi.
Journal of Korean Institute of Information Scientists and Engineers (2013), Volume 19, Number 9, 474-478. (SCOPUS)

Visual Question Answering Empowered by Knowledge Graph Embedding.
Minjun Kim*, Seungwoo Song, Hyunwoo Na, Eunkyung Kim, and Kyungtae Lim.
Korean Computer Congress 2023(KCC 2023). (Best Presentation Paper)

Multiclass vs. Binary Classification for Multi-label Patent Classification.
Sangmin Kim*, Junghum Yuk, Kyungsoon Choi, Kyungtae Lim, and Eunkyung Kim.
Korean Computer Congress 2023(KCC 2023).

Automatic Question Generation Based on Visual Information Using Categorical Information.
Seungwoo Song*, Minjun Kim, Hyunbean Lee, and Kyungtae Lim.
Korean Computer Congress 2023(KCC 2023).

Binary Visual Reasoning Data Based on Semantic Similarity.
Hyunseok Lim*, Changsu Choi, Juhan Park, Eunkyung Kim, and Kyungtae Lim.
Korean Computer Congress 2023(KCC 2023)

Efficient Steganography Detection with a Pixel Histogram-Based Approach.
Minjun Kim*, Jimim Min*, and Haneul Jang.
Korean Computer Congress 2023(KCC 2023)

Challenge Winner, 2020 DramaQA, "Shared Task on Video Story Understanding at the VTT worshop placed in 16th European Conference on Computer Vision (ECCV)". https://dramaqa.snu.ac.kr/

1st (Information Extraction task), 2018 Extrinsic Parser Evaluation (EPE 2018), "Shared Task on Extrinsic Parser Evaluation (EPE 2018)".  http://epe.nlpl.eu/

2nd (UAS), 4th (LAS), CoNLL 2018 Shared Task, "Multilingual Parsing from Raw Text to Universal Dependencies", first place of parsing English, French and Korean. CoNLL 2018 conference

5th, CoNLL 2017 Shared Task, "Multilingual Parsing from Raw Text to Universal Dependencies", second place of parsing English, Spanish and Russian. CoNLL 2017 conference.

1st, Award of Minister of Culture and Tourism of Korea, "NLP Hub", Korean Language Processing Competition. Hangul and Korean Language Processing Conference.

Best Paper, Title: Methods of Transforming the Sejong Treebank to Improve Parser Performance. Korean Institute of Information Scientists and Engineers