Publications
From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models
Dongjun Kang, Joonsuk Park, Yohan Jo, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023;To appear)
Diversity Enhanced Narrative Question Generation for Storybooks
Hokeun Yoon, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023;To appear)
Conversational Emotion-Cause Pair Extraction with Guided Mixture of Experts
DongJin Jeong, JinYeong Bak
In the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)
A Transformer-based Function Symbol Name Inference Model from an Assembly Language for Binary Reversing
HyunJin Kim, JinYeong Bak, Kyunghyun Cho, and Hyungjoon Koo
In the 18th ACM Asia Conference on Computer and Communications Security (ASIACCS 2023)
Translating Hanja Historical Documents to Contemporary Korean and English
Juhee Son, Jiho Jin, Haneul Yoo, JinYeong Bak, Kyunghyun Cho, Alice Oh
Proceedings of the Findings of the Association for Computational Linguistics (EMNLP 2022 Findings)
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea
Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho, Alice Oh
Proceedings of the Findings of the Association for Computational Linguistics (NAACL 2022 Findings)
Genre-Controllable Story Generation via Supervised Contrastive Learning
JinUk Cho, MinSu Jeong, JinYeong Bak, Yun-Gyung Cheong
Proceedings of the Web Conference 2022 (WWW 2022)
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation
Yohan Jo, Haneul Yoo, JinYeong Bak, Alice Oh, Chris Reed, Eduard Hovy
Proceedings of the Findings of the Association for Computational Linguistics (EMNLP 2021 Findings)
Learning Sequential and Structural Information for Source Code Summarization
YunSeok Choi, JinYeong Bak, CheolWon Na, Jee-Hyong Lee
Proceedings of the Findings of the Association for Computational Linguistics (ACL 2021 Findings)
Controlled Molecule Generator for Optimizing Multiple Chemical Properties
Bonggun Shin, Sungsoo Park, JinYeong Bak, and Joyce C. Ho
Proceedings of the ACM Conference on Health, Inference, and Learning (CHIL 2021)
Speaker Sensitive Response Evaluation Model
JinYeong Bak, and Alice Oh
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)
Variational Hierarchical User-based Conversation Model
JinYeong Bak, and Alice Oh
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)
Conversational Decision Making Model for Predicting King’s Decision in the Annals of the Joseon Dynasty
JinYeong Bak, and Alice Oh
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)
Speech Emotion Classification using Raw Audio Input and Transcriptions
Gabriel Lima, and JinYeong Bak
Proceedings of the 2018 International Conference on Signal Processing and Machine Learning (SPML 2018)
Rotated Word Vector Representations and their Interpretability
Sungjoon Park, JinYeong Bak, and Alice Oh
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017)
Itchtector: A wearable-based mobile system for managing itching conditions
Jongin Lee, Daeki Cho, Junhong Kim, Eunji Im, JinYeong Bak, Kwan Hong Lee, John Kim
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI 2017)
Keyword expansion for understanding crisis events in indonesian tweets
JinYeong Bak Imaduddin Amin, Jong Gun Lee, and Alice Oh
Workshop on Interactive MachineLearning and Semantic Information Retrieval
Five Centuries of Monarchy in Korea: Mining the Text of the Annals of the Joseon Dynasty
JinYeong Bak and Alice Oh
Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities at the 53rd Annual Meeting of the Association for Computational Linguistics
Self-disclosure topic model for classifying and analyzing Twitter conversations
JinYeong Bak, Chin-Yew Lin and Alice Oh
International Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), Doha, Qatar, 2014
Self-disclosure topic model for Twitter conversations
JinYeong Bak, Chin-Yew Lin and Alice Oh
Workshop on Social Dynamics and Personal Attributes in Social Media at the 52nd Annual Meeting of the Association for Computational Linguistics.
Distributed Online Learning for Latent Dirichlet Allocation
JinYeong Bak, Dongwoo Kim, Alice Oh
Workshop on Big Learning : Algorithms, Systems, and Tools at the Neural Information Processing Systems. 2012.
Self-Disclosure and Relationship Strength in Twitter Conversations
JinYeong Bak, Suin Kim, Alice Oh
The 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012). (Short paper)
Discovering emotion influence patterns in online social network conversations
Suin Kim, JinYeong Bak, Alice Oh
ACM SIGWEB Newsletter Issue Autumn, Autumn 2012
Do you feel what I feel? Social Aspects of Emotions in Twitter Conversations
Suin Kim, JinYeong Bak, Alice Oh
The 6th International AAAI Conference on Weblogs and Social Media (ICWSM 2012). 2012. (4-page poster)