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INOUE, Naoya Associate Professor
Information Science, AI Wisdom, Research Centre for Interpretable AI, Research Center for Knowledge Innovation, Center for AI-Driven Social Transformation
◆Degrees
Master (Engineering) Nara Institute of Science and Technology
PhD (Information Science) Tohoku University
Bachelor (Economics) Musashi University
◆Specialties
Intelligent informatics
◆Research Keywords
Language Model, Deep Learning, AI, Explainability, Data Science, Inference, Argumentation

■Publications

◆Published Papers
Identification of Multiple Logical Interpretations in Counter-Arguments
Wenzhi Wang, Paul Reisert, Shoichi Naito, Naoya Inoue, Machi Shimmei, Surawat Pothong, Jungmin Choi, Kentaro Inui
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 6429-6444, 2025
LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises.
Taisei Ozaki, Chihiro Nakagawa, Naoya Inoue, Shoichi Naito, Kenshi Yamaguchi
NAACL (Student Research Workshop), 456-465, 2025
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach.
Daichi Haraguchi, Kiyoaki Shirai, Naoya Inoue, Natthawut Kertkeidkachorn
CoRR, abs/2312.09718, -, 2023
大規模言語モデルが生成した反論文の品質評価
中川 智皓, 井之上 直也
人工知能学会全国大会 (第37回) 論文集, -, 1-4, 2023
Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation
Camelia Guerraoui, Paul Reisert, Naoya Inoue, Farjana Sultana Mim, Keshav Singh, Jungmin Choi, Irfan Robbani, Shoichi Naito, Wenzhi Wang, Kentaro Inui
Proceedings of the 10th Workshop on Argument Mining, -, 2023
◆Misc
Internal Representations of Familiarity Judgments in Language Models
佐藤魁, 高橋良允, HEINZERLING Benjamin, HEINZERLING Benjamin, 田中健史朗, ZHAO Yufeng, 坂井吉弘, 井之上直也, 井之上直也, 乾健太郎, 乾健太郎, 乾健太郎
人工知能学会全国大会論文集(Web), 39th, -, 2025
Analysis of Internal Representations of Knowledge with Expressions of Familiarity
田中健史朗, 坂井吉弘, ZHAO Yufeng, 井之上直也, 井之上直也, 佐藤魁, 高橋良允, HEINZERLING Benjamin, HEINZERLING Benjamin, 乾健太郎, 乾健太郎, 乾健太郎
人工知能学会全国大会論文集(Web), 39th, -, 2025
LLM as a Debate Judge:学習者ディベーターへの自動フィードバック生成
尾崎大晟, 市野敬介, 松田拓, 久保健治, 内藤昭一, 内藤昭一, 山口健史, 天野祥太朗, 井之上直也, 井之上直也, 中川智皓, 新谷篤彦
言語処理学会年次大会発表論文集(Web), 31st, -, 2025
大規模言語モデルを用いた有効反論箇所としての前提生成
尾崎大晟, 中川智皓, 井之上直也, 井之上直也, 内藤昭一, 内藤昭一, 山口健史, 天野祥太朗, 新谷篤彦
言語処理学会年次大会発表論文集(Web), 30th, -, 2024
Template Following of Generative Counterarguments for Large Language Models
天野祥太朗, 中川智皓, 中川智皓, 中川智皓, 内藤昭一, 内藤昭一, 内藤昭一, 井之上直也, 井之上直也, 山口健史, 尾崎大晟, 新谷篤彦, 新谷篤彦
人工知能学会全国大会論文集(Web), 38th, -, 2024