Chu Chenhui

Affiliation and department：
Homepage URL (2)： https://nlp.ist.i.kyoto-u.ac.jp/ , https://nlp.ist.i.kyoto-u.ac.jp/EN/

Research field (1)： Intelligent informatics

Research keywords (4)： Natural Language Processing , Machine Translation , Vision and Language , Speech Processing

Research theme for competitive and other funds (12)：

2023 - 2027 Creation of Fundamental Technology for Speech Dialogue Translation Conveying Intentions Accurately
2023 - 2026 大規模言語モデルを用いた機械翻訳の後編集の研究
2023 - 2026 M3OLR: Towards Effective Multilingual, Multimodal and Multitask Speech Recognition for Low-resourced Languages
2022 - 2023 Cross-Lingual Learning for Text Processing and Multimodal Machine Translation
2022 - 2023 Visual Scene-Aware Machine Translation

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Papers (124)：

Jianan Chen, Chenhui Chu, Sheng Li, Tatsuya Kawahara. Data Selection using Spoken Language Identification for Low-Resource and Zero-Resource Speech Recognition. In Proceedings of the 16th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2024
Tianwei Chen, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Hajime Nagahara. Learning More May Not Be Better: Knowledge Transferability in Vision-and-Language Tasks. Journal of Imaging. 2024. 10. 12. 300
Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima. A Picture May Be Worth a Hundred Words for Visual Question Answering. Electronics. 2024. 13. 21:4290
Yahui Fu, Chenhui Chu, Tatsuya Kawahara. StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement. In Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2024). 2024. 172-185
Sheng Li, Chen Chen, Kwok Yuen, Chenhui Chu, Eng Siong Chng, Hisashi Kawai. Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses. Interspeech 2024. 2024. 1315-1319

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MISC (81)：

Chengzhi Zhong, Fei Cheng, Qianying Liu, Junfeng Jiang, Zhen Wan, Chenhui Chu, Yugo Murawaki, Sadao Kurohashi. Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?. arXiv:2408.10811. 2024
Yahan Yu, Fei Cheng, Chenhui Chu. Evaluation of the Adversarial Robustness in LLM-based Visual Dialog System. 2024. 2069-2073
Sheng Li, Zhengdong Yang, Wangjin Zhou, Chenhui Chu, Chen Chen, Eng Siong Chng, Hisashi Kawai. Combining Large Language Model with Speech Recognition System in Low-resource Settings. 言語処理学会第30回年次大会. 2024. 2007-2011
清水周一郎, Yin Jou Huang, 村脇有吾, Chenhui Chu. 対話の齟齬と介入による解消:LLM を用いた検討. 言語処理学会第30回年次大会. 2024. 1492-1497
Youyuan Lin, Masaaki Nagata, Chenhui Chu. Post-Editing with Error Annotation for Machine Translation: Dataset Construction using GPT-4. 言語処理学会第30回年次大会. 2024. 36-41

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Books (2)：

Machine/Deep Learning for Performing Orthodontic Diagnoses and Treatment Planning
2021
Using Comparable Corpora for Under-Resourced Areas of Machine Translation
Springer 2018

Lectures and oral presentations (9)：

Machine Translation
(Northeast Petroleum University 2022)
Visually Grounded Paraphrase
(Shanghai University 2021)
Multilingual Neural Machine Translation
(Tutorial at the 28th International Conference on Computational Linguistics (COLING 2020) 2020)
From Multilingual to Multimodal Processing
(Chinese Academy of Sciences; Beijing Jiaotong University; Tianjin University; Northeastern University 2019)
Cross-Lingual Visual Grounding and Multimodal Machine Translation
(MSRA Academic Day 2019 2019)

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Education (3)：

2012 - 2015 Kyoto University Graduate School of Informatics Ph.D., Intelligence Science and Technology
2010 - 2012 Kyoto University Graduate School of Informatics M.S., Intelligence Science and Technology
2004 - 2008 Chongqing University Department of Software Engineering B.E.

Professional career (1)：

Ph.D. (Kyoto University)

Work history (4)：

2020/07 - 現在 Kyoto University Graduate School of Informatics Department of Intelligence Science and Technology Program-Specific Associate Professor
2017/04 - 2020/06 Osaka University Institute for Datability Science Research Assistant Professor
2015/04 - 2017/03 Japan Science and Technology Agency (JST) Researcher
2014/04 - 2015/03 Japan Society for the Promotion of Science Research Fellowship for Young Scientists (DC2)

Committee career (6)：

2024/06 - 現在 Asia-Pacific Association for Machine Translation (AAMT) Board Member
2024/04 - 現在 The Association for Natural Language Processing Board Member
2024/04 - 現在 Special Interest Group on Natural Language Processing (SIG-NL), Information Processing Society of Japan (IPSJ) Steering Committee Member
2019/09 - 2023/09 Editorial Board of the Journal of Natural Language Processing
2019/06 - 2023/06 Editorial Board of the Journal of Information Processing

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Awards (11)：

2024/05 - Asia-Pacific Association for Machine Translation Nagao Award: Student Encouragement Award Breaking Language Barriers: Enhancing Multilingual Representation for Sentence Alignment and Translation
2023/05 - Asia-Pacific Association for Machine Translation Nagao Award: Student Encouragement Award Multimodal Neural Machine Translation based on Image-Text Semantic Correspondence
2023/03 - 言語処理学会言語処理学会第29回年次大会若手奨励賞 ARKitSceneRefer: 3D屋内シーンでの参照表現による小物の位置特定
2022/04 - Google Google Research Scholar Award Visual Scene-Aware Machine Translation
2022/03 - 言語処理学会言語処理学会第28回年次大会委員特別賞曖昧性を含む翻訳に着目したマルチモーダル機械翻訳データセットの構築方法の検討

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Association Membership(s) (7)：

THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE , Association for Computational Linguistics , THE ASSOCIATION FOR NATURAL LANGUAGE PROCESSING , アジア太平洋機械翻訳協会 , Japanese Association for Medical Artificial Intelligence , INFORMATION PROCESSING SOCIETY OF JAPAN , Association for Computing Machinery

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