Namgi Han

According to our database, Namgi Han authored at least 12 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models.

Bowen Chen, Namgi Han, Yusuke Miyao

CoRR, 2024

LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs.

Akiko Aizawa, Eiji Aramaki, Bowen Chen, Fei Cheng, Hiroyuki Deguchi, Rintaro Enomoto, Kazuki Fujii, Kensuke Fukumoto, Takuya Fukushima, Namgi Han, Yuto Harada, Chikara Hashimoto, Tatsuya Hiraoka, Shohei Hisada, Sosuke Hosokawa, Lu Jie, Keisuke Kamata, Teruhito Kanazawa, Hiroki Kanezashi, Hiroshi Kataoka, Satoru Katsumata, Daisuke Kawahara, Seiya Kawano, Atsushi Keyaki, Keisuke Kiryu, Hirokazu Kiyomaru, Takashi Kodama, Takahiro Kubo, Yohei Kuga, Ryoma Kumon, Shuhei Kurita, Sadao Kurohashi, Conglong Li, Taiki Maekawa, Hiroshi Matsuda, Yusuke Miyao, Kentaro Mizuki, Sakae Mizuki, Yugo Murawaki, Ryo Nakamura, Taishi Nakamura, Kouta Nakayama, Tomoka Nakazato, Takuro Niitsuma, Jiro Nishitoba, Yusuke Oda, Hayato Ogawa, Takumi Okamoto, Naoaki Okazaki, Yohei Oseki, Shintaro Ozaki, Koki Ryu, Rafal Rzepka, Keisuke Sakaguchi, Shota Sasaki, Satoshi Sekine, Kohei Suda, Saku Sugawara, Issa Sugiura, Hiroaki Sugiyama, Hisami Suzuki, Jun Suzuki, Toyotaro Suzumura, Kensuke Tachibana, Yu Takagi, Kyosuke Takami, Koichi Takeda, Masashi Takeshita, Masahiro Tanaka, Kenjiro Taura, Arseny Tolmachev, Nobuhiro Ueda, Zhen Wan, Shuntaro Yada, Sakiko Yahata, Yuya Yamamoto, Yusuke Yamauchi, Hitomi Yanaka, Rio Yokota, Koichiro Yoshino

CoRR, 2024

Analyzing Social Biases in Japanese Large Language Models.

Hitomi Yanaka, Namgi Han, Ryoma Kumon, Jie Lu, Masashi Takeshita, Ryo Sekizawa, Taisei Kato, Hiromi Arai

CoRR, 2024

A Multi-Perspective Analysis of Memorization in Large Language Models.

Bowen Chen, Namgi Han, Yusuke Miyao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Sound of Story: Multi-modal Storytelling with Audio.

Jaeyeon Bae, Seokhoon Jeong, Seokun Kang, Namgi Han, Jae-Yon Lee, Hyounghun Kim, Taehwan Kim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2021

Analyzing the Causal Relation Between Linguistic Knowledge and the Performance of Language Models Using Structural Equation Modeling.

Namgi Han

PhD thesis, 2021

2020

Analyzing Word Embedding Through Structural Equation Modeling.

Namgi Han, Katsuhiko Hayashi, Yusuke Miyao

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

An empirical analysis of existing systems and datasets toward general simple question answering.

Namgi Han, Goran Topic, Hiroshi Noji, Hiroya Takamura, Yusuke Miyao

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2017

Finding Prototypes of Answers for Improving Answer Sentence Selection.

Wai Lok Tam, Namgi Han, Juan Ignacio Navarro-Horñiacek, Yusuke Miyao

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2014

Exploring characteristics of video consuming behaviour in different social media using K-pop videos.

Yonghwan Kim, Dahee Lee, Namgi Han, Min Song

J. Inf. Sci., 2014

Investigating socio-cultural behavior of users reflected in different social channels on K-pop.

Yonghwan Kim, Dahee Lee, Jung Eun Hahm, Namgi Han, Min Song

Proceedings of the 23rd International World Wide Web Conference, 2014

Biomedical Named Entity Recognition Based on the Combination of Regional and Global Text Features.

Yoo Kyung Jeong, Dahee Lee, Namgi Han, Won Chul Kim, Min Song

Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014