Publications
You can check the citations here: Google Scholar
Papers written in Korean are here: Korean Publications
2023
Tracking Must Go On: Dialogue State Tracking with Verified Self-Training
Jihyun Lee, Chaebin Lee, Yunsu Kim, Gary Geunbae Lee
Interspeech 2023Score-Balanced Loss for Multi-Aspect Pronunciation Assessment
Heejin Do, Yunsu Kim, Gary Geunbae Lee
Interspeech 2023Bring More Attention to Syntactic Symmetry for Automatic Postediting of High-Quality Machine Translations
Baikjin Jung, Myungji Lee, Jong-Hyeok Lee, Yunsu Kim
ACL 2023 (Main Conference)
paperPrompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring
Heejin Do, Yunsu Kim, Gary Geunbae Lee
ACL 2023 (Findings)DORIC: Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing
Jihyun Lee, Seungyeon Seo, Yunsu Kim, Gary Geunbae Lee
DSTC11
paperHierarchical Pronunciation Assessment with Multi-Aspect Attention
Heejin Do, Yunsu Kim, Gary Geunbae Lee
ICASSP 2023
paper
2022
Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking
Jihyun Lee, Chaebin Lee, Yunsu Kim, Gary Geunbae Lee
arXiv preprint
paperMulti-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions
Seonjeong Hwang, Yunsu Kim, Gary Geunbae Lee
AACL-IJCNLP 2022 (Main Conference)
paperNeural Machine Translation for Low-Resource Scenarios
Yunsu Kim
Ph.D. Thesis, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University
thesis slides
2019
Pivot-based Transfer Learning for Neural Machine Translation between non-English Languages
Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
EMNLP-IJCNLP 2019
paper posterWhen and Why is Document-level Context Useful in Neural Machine Translation?
Yunsu Kim, Duc Thanh Tran, Hermann Ney
DiscoMT 2019
paper code poster slidesEffective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies
Yunsu Kim, Yingbo Gao, Hermann Ney
ACL 2019
paper code posterLearning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
Yunsu Kim, Hendrik Rosendahl, Nick Rossenbach, Jan Rosendahl, Shahram Khadivi, Hermann Ney
Repl4NLP 2019
paper posterGeneralizing Back-Translation in Neural Machine Translation
Miguel Graça, Yunsu Kim, Julian Schamper, Shahram Khadivi, Hermann Ney
WMT 2019
paper slidesThe RWTH Aachen University Machine Translation Systems for WMT 2019
Jan Rosendahl, Christian Herold, Yunsu Kim, Miguel Graça, Weiyue Wang, Parnia Bahar, Yingbo Gao, Hermann Ney
WMT 2019
paper
2018
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder
Yunsu Kim, Jiahui Geng, Hermann Ney
EMNLP 2018
paper code slides videoThe RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
Julian Schamper, Jan Rosendahl, Parnia Bahar, Yunsu Kim, Arne Nix, Hermann Ney
WMT 2018
paper
1st Place in German-EnglishThe RWTH Aachen University Filtering System for the WMT 2018 Parallel Corpus Filtering Task
Nick Rossenbach, Jan Rosendahl, Yunsu Kim, Miguel Graça, Aman Gokrani, Hermann Ney
WMT 2018
paper
1st Place in SMT 10M Track / 2nd Place in NMT 10M TrackThe RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018
Miguel Graça, Yunsu Kim, Julian Schamper, Jiahui Geng, Hermann Ney
WMT 2018
paper poster
1st Place in German-English and English-German
2014
Subspace Clustering of Data Streams: New Algorithms and Effective Evaluation Measures
Marwan Hassani, Yunsu Kim, Seungjin Choi, Thomas Seidl
Journal of Intelligent Information Systems (JIIS), Volume 42, Number 3
paper