Publications 논문

Publication (selected) 주요 논문

• Ju-Min Cho, Ho-Jin Yi, Myung-Kyu Kim, Seung-Hoon Na, Optimizing Causality-Based Radiology Reporting with Retrieval-Augmented and Structured Reasoning Approaches for the NTCIR-18 HIDDEN-RAD Task NTCIR-18 2025 PDF
• Junho Yoon, Geom Lee, Donghyeon Jeon, Inho Kang, Seung-Hoon Na ROSAQ: Rotation-based Saliency-Aware Weight Quantization for Efficiently Compressing Large Language Models arXiv 2025 arXiv
• Shanbao Qiao, Xuebing Liu, Akshat Gupta, Seung-Hoon Na SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL Findings 2025
• Kun-Hui Lee, Eunhwan Park, Donghoon Han, Seung-Hoon Na CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation arXiv 2025 arXiv
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI 2025
• Jeong-Doo Lee, Hyeongjun Choi, Beomseok Hong, Youngsub Han, Byoung-Ki Jeon, Seung-Hoon Na SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP Findings 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL Findings 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na COMEM: In-Context Retrieval-Augmented Mass-Editing Memory in Large Language Models NAACL Findings 2024
• Sung-Min Lee, Eunhwan Park, DongHyeon Jeon, Inho Kang, Seung-Hoon Na RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024
• Wafa Shafqat, Seung-Hoon Na Evaluating Complex Entity Knowledge Propagation for Knowledge Editing in LLMs Applied Sciences 2024
• Jihee Ryu, Soojong Lim, Oh-Woog Kwon, Seung-Hoon Na Transformer-Based Reranking for Improving Korean Morphological Analysis System ETRI Journal 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP Findings 2023 PDF
• Hee-Jun Jung, Doyeon Kim, Seung-Hoon Na, Kangil Kim Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring Expert Systems with Applications 2023
• Hyun Kim, Minsoo Cho, Seung-Hoon Na ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL 2023
• Sung-Min Lee, Eunhwan Park, Daeryong Seo, DongHyeon Jeon, Inho Kang, Seung-Hoon Na MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data EACL Findings 2023
• Eunhwan Park, Sung-Min Lee, Daeryong Seo, Seonhoon Kim, Inho Kang, Seung-Hoon Na RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering AAAI 2023
• Eunhwan Park, Jong-Hyeon Lee, Donghyeon Jeon, Seonhoon Kim, Inho Kang, Seung-Hoon Na SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022
• Sung-Min Lee, Seung-Hoon Na JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions SemEval at NAACL 2022 Top-ranked
• Daewook Kang, Sung-Min Lee, Eunhwan Park, Seung-Hoon Na JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SemEval at NAACL 2022
• Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022
• 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
• 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 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 2021 PDF
• Jong-Hyeon Lee, Seung-Hoon Na JBNU at SemEval-2020 Task 4: BERT and UniLM for Commonsense Validation and Explanation SemEval '20 2020 PDF
• 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 at CoNLL 2020 PDF
• 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 2020
• 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 at CoNLL 2019
• 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 2019
• 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 2019
• 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 2019 PDF
• 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 2018 PDF
• 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 2018 PDF
• Seung-Hoon Na, Young Kil Kim Phrase-Based Statistical Model for Korean Morpheme Segmentation and POS Tagging IEICE Transactions on Information Systems 2018 PDF
• Seung-Hoon Na, Kangil Kim Verbosity Normalized Pseudo-Relevance Feedback in Information Retrieval Information Processing and Management 2018 PDF
• Kangil Kim, Jong-Hun Shin, Seung-Hoon Na, Sangkeun Jung Concept Equalization to Guide Correct Training of Neural Machine Translation IJCNLP 2017
• Hyun Kim, Jong-Hyeok Lee, Seung-Hoon Na Predictor-Estimator using Multilevel Task Learning with Stack Propagation for Neural Quality Estimation WMT '17 2017 Top-ranked
• 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 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 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 2015 PDF
• Seung-Hoon Na Two-Stage Document Length Normalization for Information Retrieval ACM Transactions on Information Systems 2015 PDF slide
• Seung-Hoon Na, Jong-Hyeok Lee Partial-update Dimensionality Reduction for Accumulating Co-occurrence Events Pattern Recognition Letters 2014 PDF
• Seung-Hoon Na Probabilistic Co-relevance for Query-sensitive Similarity Measurement in Information Retrieval Information Processing and Management 2013
• Seung-Hoon Na, Jong-Hyeok Lee Memory-restricted Latent Semantic Analysis to Accumulate Term-Document Co-occurrence Events Pattern Recognition Letters 2012 PDF
• Seung-Hoon Na, Hwee Tou Ng Enriching Document Representation via Translation for Improved Monolingual Information Retrieval SIGIR 2011 PDF
• Hwanjo Yu, Sungchul Kim, Seung-Hoon Na RankSVR: Can Preference Data Help Regression? CIKM 2010
• Seung-Hoon Na, Hwee Tou Ng A 2-Poisson Model for Probabilistic Coreference of Named Entities for Improved Text Retrieval SIGIR 2009 PDF
• Seung-Hoon Na, Yeha Lee, Sang-Hyob Nam, Jong-Hyeok Lee Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon ECIR 2009 PDF
• Seung-Hoon Na, In-Su Kang, Jungi Kim, Jong-Hyeok Lee Exploiting Proximity Feature in Bigram Language Model for Information Retrieval Documents and Application to Language Modeling Approaches SIGIR 2008
• 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
• Seung-Hoon Na, In-Su Kang, Jungi Kim, Jong-Hyeok Lee Improving Term Frequency Normalization for Multi-topical Documents and Application to Language Modeling Approaches ECIR 2008 PDF slide
• Seung-Hoon Na, Meixun Jin, In-Su Kang, Jong-Hyeok Lee Collins-LA: Head-Driven Model with Latent Annotation CICLing 2008 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

Publication (all) 전체 논문

International Journal 국제 학술지

• Jihee Ryu, Soojong Lim, Oh-Woog Kwon, Seung-Hoon Na Transformer-Based Reranking for Improving Korean Morphological Analysis System Transformer-Based Reranking for Improving Korean Morphological Analysis System ETRI Journal 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(3):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):989 2021 PDF
• 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
• 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, Hyun 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 국제 학술대회

• Ju-Min Cho, Ho-Jin Yi, Myung-Kyu Kim, Se-Jin Jeong, Seung-Hoon Na Optimizing Causality-Based Radiology Reporting with Retrieval-Augmented and Structured Reasoning Approaches for the NTCIR-18 HIDDEN-RAD Task NTCIR-18 2025 PDF
• Junho Yoon, Geom Lee, Donghyeon Jeon, Inho Kang, Seung-Hoon Na ROSAQ: Rotation-based Saliency-Aware Weight Quantization for Efficiently Compressing Large Language Models arXiv 2025 arXiv
• Shanbao Qiao, Xuebing Liu, Akshat Gupta, Seung-Hoon Na SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL Findings (accepted) 2025
• Kun-Hui Lee, Eunhwan Park, Donghoon Han, Seung-Hoon Na CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation arXiv 2025 arXiv
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI accepted 2025
• Jeong-Doo Lee, Hyeongjun Choi, Beomseok Hong, Youngsub Han, Byoung-Ki Jeon, Seung-Hoon Na SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP Findings (accepted) 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL Findings (accepted) 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na COMEM: In-Context Retrieval-Augmented Mass-Editing Memory in Large Language Models NAACL Findings (accepted) 2024
• Sung-Min Lee, Eunhwan Park, DongHyeon Jeon, Inho Kang, Seung-Hoon Na RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING accepted 2024
• Shanbao Qiao, Xuebing Liu, Seung-Hoon Na DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP Findings 2023 PDF
• Hyun Kim, Minsoo Cho, Seung-Hoon Na ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL accepted 2023
• Sung-Min Lee, Eunhwan Park, Daeryong Seo, DongHyeon Jeon, Inho Kang, Seung-Hoon Na MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data EACL Findings (accepted) 2023
• Eunhwan Park, Sung-Min Lee, Daeryong Seo, Seonhoon Kim, Inho Kang, Seung-Hoon Na RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering AAAI accepted 2023
• Eunhwan Park, Jong-Hyeon Lee, Donghyeon Jeon, Seonhoon Kim, Inho Kang, Seung-Hoon Na SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING accepted 2022
• Sung-Min Lee, Seung-Hoon Na JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions SemEval@NAACL top-ranked 2022
• Daewook Kang, Sung-Min Lee, Eunhwan Park, Seung-Hoon Na JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SemEval@NAACL 2022
• Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng Frustratingly Easy System Combination for Grammatical Error Correction NAACL accepted 2022
• 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 accepted 2022
• 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(3):1313 2022 PDF
• 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
• 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):989 2021 PDF
• Jong-Hyeon Lee, Seung-Hoon Na JBNU at SemEval-2020 Task 4: BERT and UniLM for Commonsense Validation and Explanation SemEval 2020 PDF
• 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@CoNLL 2020 PDF
• Hyun Kim, Joon-Ho Lim, Hyun-Ki Kim, Seung-Hoon Na QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation WMT 2019
• 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@CoNLL 2019 PDF poster blitz
• Sangkeun Jung, Seung-Hoon Na Refining Sentence Similarity with Discourse Information in Dialog System INTERSPEECH pp. 3742–3746 2013
• Sin-Jae Kang, In-Su Kang, Seung-Hoon Na A Comparison of Classifiers for Detecting Hedges UNESST 2011 (LNCS/CCIS) CCIS 264, pp. 251–257 2011
• In-Su Kang, Seung-Hoon Na Disambiguating Author Names Using Automatic Relevance Feedback UNESST 2011 (LNCS/CCIS) CCIS 264, pp. 239–224 2011
• Seung-Hoon Na, Hwee Tou Ng Enriching Document Representation via Translation for Improved Monolingual Information Retrieval SIGIR full paper, accept rate 19.8% 2011
• Hwanjo Yu, Sungchul Kim, Seung-Hoon Na RankSVR: Can Preference Data Help Regression? CIKM full paper, accept rate 13.4% 2010
• Yeha Lee, Seung-Hoon Na, Jong-Hyeok Lee An Improved Feedback Approach Using Relevant Local Posts for Blog Feed Retrieval CIKM pp. 1971–1974 (accept rate 31.3%) 2009
• Seung-Hoon Na, Hwee Tou Ng A 2-Poisson Model for Probabilistic Coreference of Named Entities for Improved Text Retrieval SIGIR pp. 275–282 (full) 2009
• Seung-Hyob Nam, Seung-Hoon Na, Yeha Lee, Jong-Hyeok Lee Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon ECIR LNCS 5478, pp. 734–738 2009
• Sang-Hyob Nam, Seung-Hoon Na, Yeha Lee, Jong-Hyeok Lee DiffPost: Filtering Non-relevant Content Based on Content Difference between Two Consecutive Blog Posts ECIR LNCS 5478, pp. 791–795 2009
• Sang-Hyob Nam, Seung-Hoon Na, Yeha Lee, Jong-Hyeok Lee Partially Supervised Phrase-Level Sentiment Classification ICCPOL LNCS 5459, pp. 225–235 2009
• Seung-Hoon Na, In-Su Kang, Jungi Kim, Jong-Hyeok Lee Exploiting Proximity Feature in Bigram Language Model for Information Retrieval Documents and Application to Language Modeling Approaches SIGIR 2008
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee Improving Term Frequency Normalization for Multi-topical Documents and Application to Language Modeling Approaches ECIR LNCS 4956, pp. 382–393 (accept rate 23.7%) 2008
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee Structural Re-ranking with Cluster-Based Retrieval ECIR LNCS 4956, pp. 658–662 2008
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee Revisit of Nearest Neighbor Test for Direct Evaluation of Inter-document Similarities ECIR LNCS 4956, pp. 674–678 2008
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee Query-Based Inter-document Similarity Using Probabilistic Co-relevance Model ECIR LNCS 4956, pp. 684–688 2008
• Seung-Hoon Na, Meixun Jin, In-Su Kang, Jong-Hyeok Lee Collins-LA: Head-Driven Model with Latent Annotation CICLing 2008
• Seung-Hoon Na, In-Su Kang, Yeha Lee, Jong-Hyeok Lee Completely-Arbitrary Passage Retrieval in Language Modeling Approach AIRS LNCS 4993 2008 slide
• Seung-Hoon Na, In-Su Kang, Yeha Lee, Jong-Hyeok Lee Applying Completely-Arbitrary Passage for Pseudo-Relevance Feedback in Language Modeling Approach AIRS LNCS 4993 2008 slide
• Jin Chengguo, Seung-Hoon Na, Dong-Il Kim, Jong-Hyeok Lee Automatic Extraction of English-Chinese Transliteration Pairs using Dynamic Window and Tokenizer IJCNLP (SIGNAN-6 Workshop) pp. 9–15 2008
• Yeha Lee, Seung-Hoon Na, Jong-Hyeok Lee Search Result Clustering Using Label Language Model IJCNLP 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 AIRS LNCS 3689, pp. 274–287 (best paper nominee) 2005
• Seung-Hoon Na, In-Su Kang, Ji-Eun Roh, Jong-Hyeok Lee Effective Query Model Estimation Using Parsimonious Translation Model in Language Modeling Approach AIRS LNCS 3689, pp. 288–298 2005
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee Parsimonious Translation Models for Information Retrieval SIGIR (MF/IR Workshop) pp. 1–9 2005
• Seung-Hoon Na, In-Su Kang, Kyonghi Moon, Jong-Hyeok Lee Query Model Estimation for Relevance Feedback in Language Modeling Approach AIRS LNCS 3411, pp. 215–226 2004
• Seung-Hoon Na, In-Su Kang, Sin-Jae Kang, Jong-Hyeok Lee Estimation of Query Model from Parsimonious Translation Model AIRS LNCS 3411, pp. 239–250 2004
• 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 IJCNLP LNAI 3248, pp. 130–138 2004
• In-Su Kang, Seung-Hoon Na, Jong-Hyeok Lee Influence of WSD on Cross-Language Information Retrieval IJCNLP LNAI 3248, pp. 358–366 2004
• In-Su Kang, Seung-Hoon Na, Jong-Hyeok Lee, Gijoo Yang Lightweight Natural Language Database Interfaces NLDB LNCS 3136, pp. 76–88 2004

International Conference (Non-Refereed) 국제 학술대회 (비심사)

• 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 oral 2008
• 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 oral 2007
• Jungi Kim, Ye-Ha Lee, Seung-Hoon Na, Jong-Hyeok Lee POSTECH at NTCIR-6 English Patent Retrieval Subtask NTCIR-6 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 oral 2005
• 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 2005
• Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee POSTECH Question-Answering Experiments at NTCIR-4 QAC NTCIR-4 2004
• In-Su Kang, Seung-Hoon Na, Jungi Kim, Jong-Hyeok Lee POSTECH at NTCIR-4: CJKE Monolingual and Korean-related Cross-Language Experiments NTCIR-4 oral 2004
• Seung-Hoon Na, Hwee Tou Ng Question Answering Approach Using a WordNet-based Answer Type Taxonomy TREC 2002

Domestic Journal and Report (selected) 주요 국내 학술지 및 보고서

• 서민택, 임준호, 김태형, 류휘정, 장두성, 나승훈 거대 언어 모델의 손실 피드백을 통한 검색 모델 개선 정보과학회 논문지 2024 accepted
• 장진희, 서대룡, 전동현, 강인호, 나승훈 Plug-and-Play Language Model을 활용한 한국어 언어모델 독성 제어 정보과학회 컴퓨팅의 실제 논문지 2024 link
• 최형준, 나승훈, 홍범석, 한영섭, 전병기 SCA: Cross-Attention 지도 학습에 기반한 문서기반 응답 생성 모델의 성능 향상 정보과학회 논문지 2024 link
• 이성민, 박은환, 나승훈, 서대룡, 전동현, 강인호 R2FID: Joint Reranker기반 Fusion-In-Decoder를 이용한 오픈 도메인 테이블 질의 응답 정보과학회 논문지 2023 accepted
• 정민교, 나승훈, 김고운, 신병수, 정영철 BERT 기반 2단계 분류 모델과 Co-Attention 메커니즘을 이용한 치매와 조현병 진단 정보과학회 논문지 2022 2022.9 link
• 민진우, 나승훈, 신종훈, 김영길, 김강일 기계독해 기반 서브트리 연결 방법을 적용한 한국어 의존 파싱 정보과학회 논문지 2022 2022.8 accepted
• 이건희, 나승훈, 임준호, 김태형, 장두성 PrefixLM에 기반한 한국어 텍스트 요약 정보과학회 논문지 2022 2022.4 accepted
• 민진우, 나승훈, 김현호, 김선훈, 강인호 LUKE를 이용한 한국어 자연어 처리: 개체명 인식, 개체 연결 정보과학회 논문지 2022 2022.1 accepted
• 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 2021.4
• 나승훈, 이예하 심층학습에 기반한 자연언어처리 정보과학회지 33(10), 28–39 2015
• 나승훈, 김창현, 김영길 래티스상의 구조적 분류에 기반한 한국어 형태소 분석 및 품사 태깅 정보과학회논문지 : 소프트웨어 및 응용 41(7), 523–532 2014 PDF
• 나승훈, 정호영, 양성일, 김창현, 김영길 빅데이터 기반 음성언어 처리 기술 전자통신동향분석 2013
• 나승훈, 김성철, 유환조 랭킹 데이타를 활용한 회귀분석 성능 개선 데이타베이스연구 2010
• 김성국, 나승훈, 김동일, 이종혁 동적 윈도우와 토크나이저를 이용한 영-중 음차표기 대역쌍자동 추출 정보과학회논문지 : 컴퓨팅의 실제 및 레터 13(6), 417–421 2007
• 나승훈, 이용훈, 김미영, 이종혁 세종 전자 사전의 전산적 활용 가능성 : 질의 응답 시스템을 중심으로 한국사전학회, 한국사전학 4, 131–151 2004

Domestic Conference (selected, since 2012) 주요 국내 학술대회 (2012년~)

• 이현서, 나승훈, 김성동 다중모달 특성을 활용한 객체 합성 오류 탐지 한국정보과학회 2024 한국소프트웨어종합학술대회 2024
• 임지훈, 조하린, 장재민, 나승훈 ChatGPT를 이용한 한국어 AI 모델 평가 자동화 시스템 개발 한국정보과학회 2024 한국소프트웨어종합학술대회 2024
• 박민서, 나승훈, 김도연 Transformer 기반 음성인식 모델의 데이터 효율성 개선을 위한 스펙트로그램 데이터 증강 기법 연구 한국음성학회 학술대회 2023
• 최영훈, 박민서, 나승훈 AI Hub 데이터를 활용한 한국어 음성인식 모델 구축 한국음성학회 학술대회 2023
• 이현서, 나승훈 CNN 기반 객체 인식 성능 개선을 위한 시각적 주의 메커니즘 한국정보과학회 2022 한국소프트웨어종합학술대회 2022
• 김태형, 나승훈, 장두성 한국어 문서요약 데이터셋 개발과 BART 요약모델 학습 한국정보과학회 2021 한국소프트웨어종합학술대회 2021
• 이현서, 김태형, 나승훈 멀티스케일 특징 학습을 통한 객체 탐지 성능 향상 한국정보과학회 2021 한국소프트웨어종합학술대회 2021
• 이영훈, 나승훈, 장두성 BERT 기반 한국어 기계독해 성능 개선을 위한 데이터 확장 기법 한국정보과학회 2019 한국소프트웨어종합학술대회 2019
• 김민석, 나승훈, 장두성 딥러닝 기반 한국어 기계독해 성능 개선을 위한 데이터 전처리 기법 한국정보과학회 2018 한국소프트웨어종합학술대회 2018