Muhammad Reza Qorib, Seung-Hoon Na , Hwee Tou Ng, Frustratingly Easy System Combination for Grammatical Error Correction, NAACL 2022 (accepted)
Eunhwan Park, Donghyeon Jeon, Seonhoon Kim, Inho Kang, Seung-Hoon Na , LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory, ACL 2022 (accepted)
Heeeung Jung, Kangil Kim, Jong-Hun Shin, Seung-Hoon Na , Sangkeun Jung, Sangin Woo, Impact of Sentence Representation Matching in Neural Machine Translation, Applied Sciences , 12(1313), 2022 [pdf]
Sangmin Woo, Kangil Kim, Junhyug Noh, Jong-Hun Shin, Seung-Hoon Na , Revisiting Dropout: Escaping Pressure for Training Neural Networks with Multiple Costs, Electronics , 10(9), 2021 [pdf]
Jong-Hyeon Lee, Seung-Hoon Na , JBNU at SemEval-2020 Task 4: BERT and UniLM for Commonsense Validation and Explanation, SemEval '20 [pdf] (accepted)
Jinwoo Min, Seung-Hoon Na , Jong-Hun Shin, Young-Kil Kim, JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference, MRP 2020 at CoNLL [pdf] (accepted)
Hyun Kim, Seung-Hoon Na , Uniformly Interpolated Balancing for Robust Prediction in Translation Quality Estimation, ACM Transactions on Asian and Low-Resource Language Information Processing (accepted)
Seung-Hoon Na , Jinwoo Min, Kwanghyeon Park, Jong-Hun Shin, Young-Kil Kim, JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing, MRP 2019 at CoNLL (accepted)
Hun-Young Jung, Jong-Hyeok Lee, Ennju Min, Seung-Hoon Na, Word Reordering for Translation into Korean Sign Language Using Syntactically-guided Classification, ACM Transactions on Asian and Low-Resource Language Information Processing (accepted)
Hyun Kim, Joon-Ho Lim, Hyun-Ki Kim, Seung-Hoon Na, QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation, WMT '19
[scie] Hyun Kim, Jong-Hyeok Lee, Seung-Hoon Na, Multi-task Stack Propagation for Neural Quality Estimation, ACM Transactions on Asian and Low-Resource Language Information Processing [pdf]
[scie] Seung-Hoon Na, Hyun Kim, Jinwoo Min, Kangil Kim, Improving LSTM CRFs Using Character-based Compositions for Korean Named Entity Recognition, Computer Speech and Language [pdf]
[scie] Seung-Hoon Na, Jianri Li, Jong-Hun Shin, Kangil Kim, Transition-Based Korean Dependency Parsing Using Hybrid Word Representations of Syllables and Morphemes with LSTMs, ACM Transactions on Asian and Low-Resource Language Information Processing [pdf]
[scie] Seung-Hoon Na, Young Kil Kim, Phrase-Based Statistical Model for Korean Morpheme Segmentation and POS Tagging, IEICE Transactions on Information Systems , E101.D(2), pp. 512-522, 2018 [pdf]
[scie] Seung-Hoon Na, Kangil Kim, Verbosity Normalized Pseudo-Relevance Feedback in Information Retrieval, Information Processing and Management , 54(2), 2018 [pdf]
Kangil Kim, Jong-Hun Shin, Seung-Hoon Na, Sangkeun Jung, Concept Equalization to Guide Correct Training of Neural Machine Translation, IJCNLP 2017 (accepted)
Hyun Kim, Jong-Hyeok Lee, Seung-Hoon Na , Predictor-Estimator using Multilevel Task Learning with Stack Propagation for Neural Quality Estimation, WMT '17 (top-ranked at the quality estimation task )
[scie] Hyun Kim, Hun-Young Jung, Hongseok Kwon, Jong-Hyeok Lee, Seung-Hoon Na , Predictor-Estimator: Neural Quality Estimation Based on Target Word Prediction for Machine Translation, ACM Transactions on Asian and Low-Resource Language Information Processing , 17(1), 2017 [pdf]
[scie] Kangil Kim, Yun Jin, Seung-Hoon Na , Young-Kil Kim. Center-shared sliding ensemble of neural networks for syntax analysis of natural language. Expert Systems with Applications, 83, 2017 [pdf]
Seung-Hoon Na . Conditional Random Fields for Korean Morpheme Segmentation and POS Tagging. ACM Transactions on Asian and Low-Resource Language Information Processing , 14(3), 2015 [pdf]
[top-tier] Seung-Hoon Na . Two-Stage Document Length Normalization for Information Retrieval. ACM Transactions on Information Systems , 33(2), 2015 [pdf][slide]
[scie] Seung-Hoon Na . Probabilistic co-relevance for query-sensitive similarity measurement in information retrieval. Information Processing and Management, 49(2), pp.558-575, 2013
[top-tier] Seung-Hoon Na , Hwee Tou Ng. Enriching Document Representation via Translation for Improved Monolingual Information Retrieval. SIGIR 2011 (full paper, acceptance rate: 19.8%) [pdf]
Hwanjo Yu, Sungchul Kim, Seung-Hoon Na . RankSVR: Can Preference Data Help Regression? CIKM 2010 (full paper, acceptance rate: 13.4%)
[top-tier] Seung-Hoon Na , Hwee Tou Ng. A 2-Poisson Model for Probabilistic Coreference of Named Entities for Improved Text Retrieval. SIGIR 2009 (full paper, acceptance rate: 15.8%) [pdf]
Seung-Hoon Na , Yeha Lee, Sang-Hyob Nam, and Jong-Hyeok Lee. Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon. ECIR 2009 , pp. 734-739 [pdf]
- This work corresponds to one of the best results submitted to the TREC ’08 Blog track (i.e., the opinion retrieval task).
Yeha Lee, Seung-Hoon Na , Jungi Kim, Sang-Hyob Nam, Hun-Young Jung, Jong-Hyeok Lee. KLE at TREC 2008 Blog Track: Blog Post and Feed Retrieval, TREC 2008 (top-ranked at the blog and opinion retrieval tasks, selected for oral presentation)
Seung-Hoon Na , In-Su Kang, and Jong-Hyeok Lee. Improving Term Frequency Normalization for Multi-topical Documents and Application to Language Modeling Approaches. ECIR 2008 (full paper, acceptance rate: 23.7%) [pdf]
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee . POSTECH at NTCIR-5 Combining Evidences of Multiple Term Extractions for Mono-Lingual and Cross-Lingual Retrieval in Korean and Japanese. NTCIR-5, 2005 (top-ranked at the Korean monolingual retrieval tasks, selected for oral presentation)
Publication (all)
International Journal
Sangmin Woo, Kangil Kim, Junhyug Noh, Jong-Hun Shin, Seung-Hoon Na , Revisiting Dropout: Escaping Pressure for Training Neural Networks with Multiple Costs, Electronics , 10(9), 2021 [pdf]
Hun-Young Jung, Jong-Hyeok Lee, Ennju Min, Seung-Hoon Na, Word Reordering for Translation into Korean Sign Language Using Syntactically-guided Classification, ACM Transactions on Asian and Low-Resource Language Information Processing (accepted)
Hyun Kim, Jong-Hyeok Lee, Seung-Hoon Na, Multi-task Stack Propagation for Neural Quality Estimation, ACM Transactions on Asian and Low-Resource Language Information Processing (accepted)
Seung-Hoon Na, Hyum Kim, Jinwoo Min, Kangil Kim, Improving LSTM CRFs Using Character-based Compositions for Korean Named Entity Recognition, Computer Speech and Language (accepted)
Seung-Hoon Na, Jianri Li, Jong-Hun Shin, Kangil Kim, Transition-Based Korean Dependency Parsing Using Hybrid Word Representations of Syllables and Morphemes with LSTMs, ACM Transactions on Asian and Low-Resource Language Information Processing (accepted)
Seung-Hoon Na, Young Kil Kim, Phrase-Based Statistical Model for Korean Morpheme Segmentation and POS Tagging, IEICE Transactions on Information Systems (accepted)
Seung-Hoon Na, Kangil Kim, Verbosity Normalized Pseudo-Relevance Feedback in Information Retrieval, Information Processing and Management (accepted)
Hyun Kim, Hun-Young Jung, Hongseok Kwon, Jong-Hyeok Lee, Seung-Hoon Na , Predictor-Estimator: Neural Quality Estimation Based on Target Word Prediction for Machine Translation, ACM Transactions on Asian and Low-Resource Language Information Processing , 17(1), 2017 [pdf]
Kangil Kim, Yun Jin, Seung-Hoon Na , Young-Kil Kim. Center-shared sliding ensemble of neural networks for syntax analysis of natural language. Expert Systems with Applications, 83, 2017 [pdf]
Seung-Hoon Na . Conditional Random Fields for Korean Morpheme Segmentation and POS Tagging. ACM Transactions on Asian and Low-Resource Language Information Processing , 14(3), 2015 [pdf]
Seung-Hoon Na . Two-Stage Document Length Normalization for Information Retrieval. ACM Transactions on Information Systems, 33(2), 2015 [pdf]
Seung-Hoon Na , Jong-Hyeok Lee. Partial-update dimensionality reduction for accumulating co-occurrence events. Pattern Recognition Letters, 36, pp.62-73, 2014
Seung-Hoon Na . Probabilistic co-relevance for query-sensitive similarity measurement in information retrieval. Information Processing and Management, 49(2), pp.558-575, 2013
Yeha Lee, Seung-Hoon Na , Jong-Hyeok Lee. Utilizing local evidence for blog feed search. Information Retrieval, 15(2), pp.157-177, 2012
Seung-Hoon Na , Jong-Hyeok Lee. Memory-restricted latent semantic analysis to accumulate term-document co-occurrence events. Pattern Recognition Letters, 33(12), pp.1623-1631, 2012
In-Su Kang, Seung-Hoon Na , Seungwoo Lee, Hanmin Jung, Pyung Kim, Won-Kyung Sung, Jong-Hyeok Lee. On co-authorship for author disambiguation. Information Processing and Management, 45(1), pp.84-97, 2009
Chengguo Jin, Seung-Hoon Na , Dong-Il Kim, Jong-Hyeok Lee. English-Chinese Transliteration Word Pair Extraction from Parallel Corpora. International Journal of Computer Processing of Oriental Languages, 21(2), pp.169-182, 2008
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee. Parsimonious translation models for information retrieval. Information Processing and Management, 43(1), pp.121-145, 2007
Seung-Hoon Na , In-Su Kang, Ji-Eun Roh, Jong-Hyeok Lee. An empirical study of query expansion and cluster-based retrieval in language modeling approach. Information Processing and Management, 43(2), pp.302-314, 2007
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee. Adaptive document clustering based on query-based similarity. Information Processing and Management, 43(4), pp.887-891, 2007
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee. Cluster-based patent retrieval. Information Processing and Management, 43(5), pp.1173-1182, 2007
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee. Pruning-Based Unsupervised Segmentation for Korean. IEICE Transactions, 89-D(10), pp.2670-2677, 2006
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee. Combination Approaches in Korean Information Retrieval: Words vs. N-Grams, and Query Translation vs. Document Translation. International Journal of Computer Processing of Oriental Languages, 19(2/3), pp.153-187, 2006
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee. Collection-based compound noun segmentation for Korean information retrieval. Information Retrieval, 9(5), pp.613-631, 2006
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee. Translation Probabilities in Cross-language Information Retrieval. International Journal of Computer Processing of Oriental Languages, 18(2), pp.115-136, 2005
International Conference
Jong-Hyeon Lee, Seung-Hoon Na , JBNU at SemEval-2020 Task 4: BERT and UniLM for Commonsense Validation and Explanation, SemEval '20 [pdf] (accepted)
Jinwoo Min, Seung-Hoon Na , Jong-Hun Shin, Young-Kil Kim, JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference MRP 2020 at CoNLL [pdf] (accepted)
Hyun Kim, Joon-Ho Lim, Hyun-Ki Kim, Seung-Hoon Na, QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation, WMT '19
Seung-Hoon Na , Jinwoo Min, Kwanghyeon Park, Jong-Hun Shin, Young-Kil Kim, JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing, MRP 2019 at CoNLL [pdf] [poster] [blitz] (accepted)
Sangkeun Jung and Seung-Hoon Na , “Refining sentence similarity with discourse information in dialog system,” INTERSPEECH 2013, pp. 3742-3746
Sin-Jae Kang, In-Su Kang and Seung-Hoon Na , “A Comparison of Classifiers for Detecting Hedges,” Lecture Notes in Computer Science, UNESST 2011, CCIS 264, pp. 251-257
In-Su Kang and Seung-Hoon Na , “Disambiguating Author Names Using Automatic Relevance Feedback,” Lecture Notes in Computer Science, UNESST 2011, CCIS 264, pp. 239-224
Seung-Hoon Na and Hwee Tou Ng, “Enriching Document Representation via Translation for Improved Monolingual Information Retrieval,” ACM SIGIR 2011 (accepted as a full paper, acceptance rate: 19.8%)
Hwanjo Yu, Sungchul Kim and Seung-Hoon Na , “RankSVR: Can Preference Data Help Regression?,” ACM CIKM 2010 (Toronto/Canada, Oct. 2010, full paper, acceptance rate: 13.4%)
Yeha Lee, Seung-Hoon Na , and Jong-Hyeok Lee, “An Improved Feedback Approach Using Relevant Local Posts for Blog Feed Retrieval,” ACM CIKM 2009, pp. 1971-1974 (Hong Kong/China, Nov. 2009, acceptance rate: 31.3%)
Seung-Hoon Na and Hwee Tou Ng, “A 2-Poisson Model for Probabilistic Coreference of Named Entities for Improved Text Retrieval,” ACM SIGIR 2009, pp. 275-282 (Boston/USA, Jul. 2009, full paper, acceptance rate: 15.8%)
Seung-Hoon Na , Yeha Lee, Sang-Hyob Nam, and Jong-Hyeok Lee, “Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon,” Lecture Notes in Computer Science, vol. 5478 – ECIR 2009, pp. 734-738 (Toulouse/France, Apr. 2009)
Sang-Hyob Nam, Seung-Hoon Na , Yeha Lee, and Jong-Hyeok Lee, “DiffPost: Filtering Non-relevant Content Based on Content Difference between Two Consecutive Blog Posts,” Lecture Notes in Computer Science, vol. 5478 – ECIR 2009, pp. 791-795 (Toulouse/France, Apr. 2009)
Sang-Hyob Nam, Seung-Hoon Na , Yeha Lee, and Jong-Hyeok Lee, “Partially Supervised Phrase-Level Sentiment Classification,” Lecture Notes in Computer Science, vol. 5459 – ICCPOL 2009, pp. 225-235 (Hong Kong/China, Mar. 2009, full paper)
Seung-Hoon Na , In-Su Kang, Jungi Kim and Jong-Hyeok Lee, “Exploiting Proximity Feature in Bigram Language Model for Information Retrieval Documents and Application to Language Modeling Approaches,” ACM SIGIR 2008, pp. 821-822 (Singapore, Jul. 2008)
Seung-Hoon Na , In-Su Kang, and Jong-Hyeok Lee, “Improving Term Frequency Normalization for Multi-topical Documents and Application to Language Modeling Approaches,” Lecture Notes in Computer Science, vol. 4956 – ECIR 2008, pp. 382-393 (Glasgow/UK, Apr. 2008, full paper, acceptance rate: 23.7%)
Seung-Hoon Na , In-Su Kang, and Jong-Hyeok Lee, “Structural Re-ranking with Cluster-Based Retrieval,” Lecture Notes in Computer Science, vol. 4956 – ECIR 2008, pp. 658-662 (Glasgow/UK, Apr. 2008)
Seung-Hoon Na , In-Su Kang, and Jong-Hyeok Lee, “Revisit of Nearest Neighbor Test for Direct Evaluation of Inter-document Similarities,” Lecture Notes in Computer Science, vol. 4956 – ECIR 2008, pp. 674-678 (Glasgow/UK, Apr. 2008)
Seung-Hoon Na , In-Su Kang, and Jong-Hyeok Lee, “Query-Based Inter-document Similarity Using Probabilistic Co-relevance Model,” Lecture Notes in Computer Science, vol. 4956 – ECIR 2008, pp. 684-688 (Glasgow/UK, Apr. 2008)
Seung-Hoon Na , Meixun Jin, In-Su Kang, and Jong-Hyeok Lee, “Collins-LA: Head-Driven Model with Latent Annotation,” CICLing 2008 (Haifa/Israel, Feb. 2008)
Seung-Hoon Na , In-Su Kang, Yeha Lee, and Jong-Hyeok Lee, “Completely-Arbitrary Passage Retrieval in Language Modeling Approach,” Lecture Notes in Computer Science, vol. 4993 – AIRS 2008, pp. 22-23 (Harbin/China, Jan. 2008, full paper, acceptance rate: 27%)
Seung-Hoon Na , In-Su Kang, Yeha Lee, and Jong-Hyeok Lee, “Applying Completely-Arbitrary Passage for Pseudo-Relevance Feedback in Language Modeling Approach,” Lecture Notes in Computer Science, vol. 4993 – AIRS 2008, pp. 626-631 (Harbin/China, Jan. 2008)
Jin Chengguo, Seung-Hoon Na , Dong-Il Kim, Jong-Hyeok Lee, " Automatic Extraction of English-Chinese Transliteration Pairs using Dynamic Window and Tokenizer, “IJCNLP 2008: SIGNAN-6 Workshop, pp. 9-15 (Hyderabad/India, Jan. 2008)
Yeha Lee, Seung-Hoon Na , Jong-Hyeok Lee, “Search Result Clustering Using Label Language Model,” IJCNLP 2008, pp. 637-642 (Hyderabad/India, Jan. 2008)
Seung-Hoon Na , In-Su Kang, Ji-Eun Roh, Jong-Hyeok Lee, “An Empirical Study of Query Expansion and Cluster-Based Retrieval in Language Modeling Approach,” Lecture Notes in Computer Science, vol. 3689 – AIRS 2005, pp. 274-287 (Jeju/Korea Oct. 2005, full paper, acceptance rate: 23.5%, nominated for best paper)
Seung-Hoon Na , In-Su Kang, Ji-Eun Roh, Jong-Hyeok Lee, “Effective Query Model Estimation Using Parsimonious Translation Model in Language Modeling Approach,” Lecture Notes in Computer Science, vol. 3689 – AIRS 2005, pp. 288-298 (Jeju/Korea, Oct. 2005, full paper, acceptance rate: 23.5%)
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee, “Parsimonious Translation Models for Information Retrieval,” SIGIR 2005: Workshop on Mathematical/Formal Methods in Information Retrieval, pp. 1-9, (Salvador/Brazil, Aug. 2005)
Seung-Hoon Na , In-Su Kang, Kyonghi Moon, Jong-Hyeok Lee, “Query Model Estimation for Relevance Feedback in Language Modeling Approach,” Lecture Notes in Computer Science, vol. 3411 – AIRS 2004, pp. 215-226 (Beijing/China, Oct. 2004, full paper, acceptance rate: 30%)
Seung-Hoon Na a, In-Su Kang, Sin-Jae Kang, Jong-Hyeok Lee, “Estimation of Query Model from Parsimonious Translation Model,” Lecture Notes in Computer Science, vol. 3411 – AIRS 2004, pp. 239-250 (Beijing/China, Oct. 2004, full paper, acceptance rate: 30%)
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee, “Improving Relevance Feedback in Language Modeling Approach: Maximum a Posteriori Probability Criterion and Three-Component Mixture Model,” Lecture Notes in Artificial Intelligence, vol. 3248 – IJCNLP 2004, pp. 130-138 (Hainan/China, March. 2004)
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee, “Influence of WSD on Cross-Language Information Retrieval,” Lecture Notes in Artificial Intelligence, Lecture Notes in Artificial Intelligence, vol. 3248 – IJCNLP 2004, pp. 358-366 (Hainan/China, March. 2004, full paper, acceptance rate: 31%)
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee, Gijoo Yang, “Lightweight Natural Language Database Interfaces,” Lecture Notes in Computer Science, vol. 3136 – NLDB 2004, pp. 76-88 (Salford/UK, June. 2004, full paper)
International Conference (Non-Refereed)
In-Su Kang, Chul-Kyu Kim, Shin-Jae Kang, Seung-Hoon Na , “IR-based k-Nearest Neighbor Approach for Identifying Abnormal Chat Users,” CLEF 2012
Yeha Lee, Seung-Hoon Na , Jungi Kim, Sang-Hyob Nam, Hun-Young Jung, Jong-Hyeok Lee, “KLE at TREC 2008 Blog Track: Blog Post and Feed Retrieval,” TREC 2008 (Washington/USA, Nov. 2008, selected for oral presentation)
Seung-Hoon Na , Jungi Kim, Yeha Lee, Jong-Hyeok Lee, "POSTECH at NTCIR-6: Combining Evidences of Multiple. Term Extractions for Mono-lingual and Cross-lingual Retrieval," NTCIR-6, pp. 44-51 (Tokyo/Japan, May. 2007, selected for oral presentation)
Jungi Kim, Ye-Ha Lee, Seung-Hoon Na , Jong-Hyeok Lee, "POSTECH at NTCIR-6 English Patent Retrieval Subtask, " NTCIR-6, pp. 393-395 (Tokyo/Japan, May. 2007)
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee, “POSTECH at NTCIR-5 Combining Evidences of Multiple Term Extractions for Mono-Lingual and Cross-Lingual Retrieval in Korean and Japanese,” NTCIR-5, pp.96-103 (Tokyo/Japan, Dec. 2005, selected for oral presentation)
In-Su Kang, Seung-Hoon Na , Jungi Kim, Jong-Hyeok Lee, “POSTECH at NTCIR-5 Patent Retrieval: Smoothing Experiments in a Language modeling Approach to Patent Retrieval,” NTCIR-5, pp.300-303 (Tokyo/Japan, Dec. 2005)
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee, "POSTECH Question-Answering Experiments at NTCIR-4 QAC, " NTCIR-4, pp. 361-366 (Tokyo/Japan, Jun. 2004)
In-Su Kang, Seung-Hoon Na , Jong-Hyeok Lee, "POSTECH at NTCIR-4: CJKE Monolingual and Korean-related Cross-Language Experiments, " NTCIR-4, pp. 89-95 (Tokyo/Japan, Jun. 2004, selected for oral presentation)
Seung-Hoon Na , In-Su Kang, Jong-Hyeok Lee, “Question Answering Approach Using a WordNet-based Answer Type Taxonomy,” TREC 2002, pp. 520-526 (Washington/USA, Nov. 2002)
Domestic Journal and Report (selected)
이건희, 나승훈, 임준호, 김태형, 장두성, "PrefixLM에 기반한 한국어 텍스트 요약", 정보과학회 논문지, 2022.4 (accepted)
민진우, 나승훈, 김현호, 김선훈, 강인호, "LUKE를 이용한 한국어 자연어 처리: 개체명 인식, 개체 연결", 정보과학회 논문지, 2022.1 (accepted)
[scopus] Ko Woon Kim, Seung-Hoon Na , Young-Chul Chung, Byoung-Soo Shin, A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups, Dementia and Neurocognitive Disorder , 20(4), 2021 [pdf]
최윤수, 이혜우, 김태형, 장두성, 이영훈, 나승훈 , "RoBERTa를 이용한 한국어 기계독해", 정보과학회 논문지, 컴퓨팅의 실제, 2021.4 [pdf]
