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Inoue Naoya  井之上 直也

ORCIDConnect your ORCID iD *help
Researcher Number 80778605
Other IDs
Affiliation (Current) 2025: 北陸先端科学技術大学院大学, 先端科学技術研究科, 准教授
Affiliation (based on the past Project Information) *help 2022 – 2024: 北陸先端科学技術大学院大学, 先端科学技術研究科, 准教授
2016 – 2019: 東北大学, 情報科学研究科, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61030:Intelligent informatics-related / Intelligent informatics
Except Principal Investigator
Medium-sized Section 61:Human informatics and related fields / Intelligent informatics
Keywords
Principal Investigator
常識推論 / 人工知能 / 推論 / 自然言語処理 / 事象間関係知識 / 事前訓練済み言語モデル / 因果関係知識 / 埋め込み / 知識ベース / 機械読解 … More / 因果関係推論 / 含意関係推論 / ショートカット推論 / Wikipedia / 推論ルール / 言語モデル / 文脈内学習 / マルチホップ推論 / 質問分解 / ディベート理解 / 知識構造化 / 論理推論 / 知識獲得 / 論述構造解析 / 談話解析 / 世界知識 … More
Except Principal Investigator
自然言語処理 / 論述学習支援 / 論理構造解析 / 論述診断 / 自然言語処理学 / 知識 / 推論 / 物理計算 / 知識獲得 / 仮説推論 / 談話解析 / 知能情報学 / 人工知能 Less
  • Research Projects

    (4 results)
  • Research Products

    (50 results)
  • Co-Researchers

    (6 People)
  •  Computational Modeling of Argumentation Understanding

    • Principal Investigator
      乾 健太郎
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Tohoku University
  •  事象間関係知識の連続空間への埋め込みによる柔軟な推論機構の開発Principal Investigator

    • Principal Investigator
      井之上 直也
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Japan Advanced Institute of Science and Technology
      Tohoku University
  •  Structuralizing and aggregating instances of abstract world knowledgePrincipal Investigator

    • Principal Investigator
      Inoue Naoya
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Research Field
      Intelligent informatics
    • Research Institution
      Tohoku University
  •  The computational modeling of deep, robust discourse analysis by integrating abductive reasoning, machine learning, and physical computing

    • Principal Investigator
      Inui Kentaro
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Tohoku University

All 2024 2023 2022 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

  • [Journal Article] 反論の論理パターン解析: データセット構築と実現性検証2024

    • Author(s)
      内藤昭一, 王文質, Paul Reisert, 井之上直也, Camelia Guerraoui, 山口健史 , Jungmin Choi, Irfan Robbani, 乾健太郎
    • Journal Title

      言語処理学会 第30回年次大会 発表論文集( 2024年3月 )

      Volume: -

    • Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] Frontiers in Explainable Automated Writing Evaluation2023

    • Author(s)
      INUI Kentaro、ISHII Yutaka、MATSUBAYASHI Yuichiroh、INOUE Naoya、NAITO Shoichi、ISOBE Yoriko、FUNAYAMA Hiroaki、KIKUCHI Seiya
    • Journal Title

      IEICE ESS Fundamentals Review

      Volume: 16 Issue: 4 Pages: 289-300

    • DOI

      10.1587/essfr.16.4_289

    • ISSN
      1882-0875
    • Year and Date
      2023-04-01
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K13050, KAKENHI-PROJECT-22H00524
  • [Journal Article] 大規模言語モデルが生成した反論文の品質評価2023

    • Author(s)
      尾崎大晟, 中川智皓, 内藤昭一, 井之上直也, 山口健史
    • Journal Title

      人工知能学会全国大会 (第37回) 論文集

      Volume: - Pages: 1-4

    • Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] Towards Creating Analytic Dimensions for Evaluating the Quality of Debate Counter-Arguments.2023

    • Author(s)
      王文質, Paul Reisert, 井之上直也, 内藤昭一, Camelia Guerraoui, Keshav Singh, 乾健太郎
    • Journal Title

      言語処理学会 第29回年次大会 発表論文集 ( 2023年3月 )

      Volume: - Pages: 1-4

    • Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation2023

    • Author(s)
      Guerraoui Camelia, Reisert Paul, Inoue Naoya, Mim Farjana Sultana, Singh Keshav, Choi Jungmin, Robbani Irfan, Naito Shoichi, Wang Wenzhi, Inui Kentaro
    • Journal Title

      In Proceedings of the 10th Workshop on Argument Mining

      Volume: - Pages: 19-34

    • DOI

      10.18653/v1/2023.argmining-1.3

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] LPAttack: A Feasible Annotation Scheme for Capturing Logic Pattern of Attacks in Arguments.2022

    • Author(s)
      Farjana Sultana Mim, Naoya Inoue, Shoichi Naito, Keshav Singh, Kentaro Inui
    • Journal Title

      In Proceedings of the 13th International Conference on the Language Resources and Evaluation Conference ( LREC 2022 )

      Volume: - Pages: 2446-2459

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentation.2022

    • Author(s)
      Shoichi Naito, Shintaro Sawada, Chihiro Nakagawa, Naoya Inoue, Kenshi Yamaguchi, Iori Shimizu, Farjana Sultana Mim, Keshav Singh, Kentaro Inui
    • Journal Title

      The 13th International Conference on the Language Resources and Evaluation Conference ( LREC 2022 )

      Volume: - Pages: 5916-5928

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] IRAC: A Domain-specific Annotated Corpus of Implicit Reasoning in Arguments.2022

    • Author(s)
      Keshav Singh, Naoya Inoue, Farjana Sultana Mim, Shoichi Naito, Kentaro Inui.
    • Journal Title

      In Proceedings of the 13th International Conference on the Language Resources and Evaluation Conference ( LREC 2022)

      Volume: - Pages: 4674-4683

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22H00524
  • [Journal Article] R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason2020

    • Author(s)
      Naoya Inoue, Pontus Stenetorp and Kentaro Inui
    • Journal Title

      Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020)

      Volume: -

    • NAID

      130007956034

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Journal Article] 知識ベースとテキストの構成的同時学習2020

    • Author(s)
      高橋 諒, 井之上 直也, 谷中 瞳, 乾 健太郎
    • Journal Title

      言語処理学会第26回年次大会論文集

      Volume: -

    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Journal Article] 機械読解システムの推論過程のベンチマークの構築2020

    • Author(s)
      井之上 直也, Pontus Stenetorp, 乾 健太郎
    • Journal Title

      言語処理学会第26回年次大会論文集

      Volume: -

    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Journal Article] When Choosing Plausible Alternatives, Clever Hans can be Clever2019

    • Author(s)
      Pride Kavumba, Naoya Inoue (equal contribution), Benjamin Heinzerling, Keshav Singh, Paul Reisert and Kentaro Inui
    • Journal Title

      Proceedings of the First Workshop on COmmonsense INference in Natural Language Processing (COIN2019)

      Volume: - Pages: 33-42

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Journal Article] An Empirical Study of Span Representations in Argumentation Structure Parsing2019

    • Author(s)
      Tatsuki Kuribayashi, Hiroki Ouchi, Naoya Inoue, Paul Reisert, Toshinori Miyoshi, Jun Suzuki and Kentaro Inui
    • Journal Title

      Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL)

      Volume: - Pages: 4691-4698

    • NAID

      130007998368

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Journal Article] Leveraging Unannotated Texts for Scientific Relation Extraction2018

    • Author(s)
      Qin Dai, Naoya Inoue, Paul Reisert, and Kentaro Inui
    • Journal Title

      In IEICE Transactions on Information and Systems

      Volume: Vol. E101-D, No. 12 Pages: 3209-3217

    • NAID

      130007539306

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Designing a Task for Recognizing Argumentation Logic in Argumentative Texts2017

    • Author(s)
      Paul Reisert, Naoya Inoue, Naoaki Okazaki and Kentaro Inui
    • Journal Title

      Proceedings of 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Handling Multiword Expressions in Causality Estimation2017

    • Author(s)
      Shota Sasaki, Sho Takase, Naoya Inoue, Naoaki Okazaki, and Kentaro Inui
    • Journal Title

      Proceedings of the 12th International Conference on Computational Semantics (IWCS)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] A Scalable Weighted Max-SAT Implementation of Propositional Etcetera Abduction2017

    • Author(s)
      Naoya Inoue and Andrew Gordon
    • Journal Title

      Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference (FLAIRS)

      Volume: - Pages: 62-67

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] 複単語表現を利用した因果関係推定モデルの改善2017

    • Author(s)
      佐々木翔大, 高瀬翔, 井之上直也, 岡崎直観, 乾健太郎
    • Journal Title

      情報処理学会 自然言語処理研究会報告

      Volume: 2017-NL-231

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Journal Article] An RNN-based Binary Classifier for the Story Cloze Test2017

    • Author(s)
      Melissa Roemmele, Sosuke Kobayashi, Naoya Inoue and Andrew Gordon
    • Journal Title

      Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics

      Volume: - Pages: 74-78

    • Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Journal Article] Deep Argumentative Structure Analysis as an Explanation to Argumentative Relations2017

    • Author(s)
      Paul Reisert, Naoya Inoue, Naoaki Okazaki, Kentaro Inui
    • Journal Title

      言語処理学会第23回年次大会論文集

      Volume: - Pages: 38-41

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Journal Article] A Scalable Weighted Max-SAT Implementation of Propositional Etcetera Abduction2017

    • Author(s)
      Naoya Inoue and Andrew Gordon
    • Journal Title

      In Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference (FLAIRS)

      Volume: なし

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] A Scalable Weighted Max-SAT Implementation of Propositional Etcetera Abduction2017

    • Author(s)
      Naoya Inoue and Andrew S. Gordon
    • Journal Title

      Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference

      Volume: -

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Journal Article] Designing a Task for Recognizing Argumentation Logic in Argumentative Texts2017

    • Author(s)
      Paul Reisert, Naoya Inoue, Naoaki Okazaki and Kentaro Inui
    • Journal Title

      In Proceedings of 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING)

      Volume: なし

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Identifying and Ranking Relevant Claims for Decision Support2017

    • Author(s)
      Paul Reisert, Naoya Inoue, Naoaki Okazaki and Kentaro Inui
    • Journal Title

      In Proceedings of 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING)

      Volume: なし

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Generating Stylistically Consistent Dialog Responses with Transfer Learning2017

    • Author(s)
      Reina Akama, Kazuaki Inada, Naoya Inoue, Sosuke Kobayashi and Kentaro Inui
    • Journal Title

      Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP)

      Volume: - Pages: 408-412

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Identifying and Ranking Relevant Claims for Decision Support2017

    • Author(s)
      Paul Reisert, Naoya Inoue, Naoaki Okazaki and Kentaro Inui
    • Journal Title

      Proceedings of 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Explaining Potential Risks in Traffic Scenes by Combining Logical Inference and Physics Simulation2016

    • Author(s)
      Ryo Takahashi, Naoya Inoue, Yasutaka Kuriya, Sosuke Kobayashi and Kentaro Inui
    • Journal Title

      International Journal of Machine Learning and Computing (IJMLC)

      Volume: 6 Issue: 5 Pages: 248-255

    • DOI

      10.18178/ijmlc.2016.6.5.606

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] 機能的なリテラルを含む公理体系における仮説推論の効率化2016

    • Author(s)
      山本風人, 井之上直也, 乾健太郎
    • Journal Title

      自然言語処理

      Volume: 23 Pages: 267-298

    • NAID

      130005411034

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Modeling Context-sensitive Selectional Preference with Distributed Representations2016

    • Author(s)
      Naoya Inoue, Yuichiro Matsubayashi, Masayuki Ono, Naoaki Okazaki and Kentaro Inui
    • Journal Title

      In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016)

      Volume: なし Pages: 2829-2838

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Journal Article] Recognizing potential traffic risks through logic-based deep scene understanding2015

    • Author(s)
      Naoya Inoue, Yasutaka Kuriya, Sosuke Kobayashi and Kentaro Inui
    • Journal Title

      Proceedings of the 22nd World Congress on Intelligent Transportation Systems (ITSWC2015)

      Volume: N/A

    • NAID

      40021053584

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] 自己認知は LM as KB の信頼性を高めるか2024

    • Author(s)
      井之上直也, 原口大地, 田中健史朗, 白井清昭, Natthawut Kertkeidkachorn
    • Organizer
      言語処理学会第30回年次大会
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Presentation] JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering2024

    • Author(s)
      Ai Ishii, Naoya Inoue, Hisami Suzuki and Satoshi Sekine
    • Organizer
      The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Presentation] JEMHopQA:日本語マルチホップQAデータセットの改良2024

    • Author(s)
      石井愛, 井之上直也, 鈴木久美, 関根聡
    • Organizer
      言語処理学会第30回年次大会
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Presentation] In-context Learning においてLLMはフォーマットを学べるか2024

    • Author(s)
      坂井吉弘, 趙羽風, 井之上直也
    • Organizer
      言語処理学会第30回年次大会
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Presentation] 一般性を考慮した言語処理モデルのShortcut Reasoningの自動検出2023

    • Author(s)
      原口大地, 白井清昭, 井之上直也
    • Organizer
      言語処理学会第29回年次大会
    • Data Source
      KAKENHI-PROJECT-19K20332
  • [Presentation] Improving Evidence Detection using Warrants as External Knowledge2019

    • Author(s)
      Keshav Singh, Naoya Inoue, Paul Reisert and Kentaro Inui
    • Organizer
      言語処理学会第25回年次大会
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] Exploring Supervised Learning of Hierarchical Event Embedding with Poincar? Embeddings2019

    • Author(s)
      Pride Kavumba, Naoya Inoue, Kentaro Inui
    • Organizer
      言語処理学会第25回年次大会
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] An Empirical Study of Span Representations in Argumentation Structure Parsing2019

    • Author(s)
      Tatsuki Kuribayashi, Hiroki Ouchi, Naoya Inoue, Paul Reisert, Toshinori Miyoshi, Jun Suzuki and Kentaro Inui
    • Organizer
      Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] A Crowdsourceable Protocol for Annotating Multi-Hop QA with Reasoning Steps2019

    • Author(s)
      Naoya Inoue, Pontus Stenetorp, Kentaro Inui
    • Organizer
      言語処理学会第25回年次大会
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] Exploring Crowdsourceable Annotation Protocol for Argumentation Schemes2018

    • Author(s)
      Naoya Inoue, Paul Reisert, and Kentaro Inui
    • Organizer
      In IPSJ SIG Technical Reports
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] Improving Scientific Relation Classification with Task Specific Supersense2018

    • Author(s)
      Qin Dai, Naoya Inoue, Paul Reisert and Kentaro Inui
    • Organizer
      Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computing (PACLIC32)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] Encoder-Decoder Abduction: Flexible Abductive Reasoning with Distributed Representations2018

    • Author(s)
      Naoya Inoue
    • Organizer
      第4回 Language & Robotics 研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Scientific Knowledge Acquisition via the Interaction between Relation Extraction and Knowledge Graph Completion2018

    • Author(s)
      Qin Dai, Naoya Inoue, Paul Reisert and Kentaro Inui
    • Organizer
      Proceedings of Third International Workshop on SCIentific DOCument Analysis (SCIDOCA)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] 情報科学論文における問題解決手法と評価表現の付与仕様の検討2018

    • Author(s)
      白井 穂乃, 井之上 直也
    • Organizer
      人工知能学会全国大会 (第32回)
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Towards Interpretation as Natural Logic Abduction2018

    • Author(s)
      Naoya Inoue, Pontus Stenetorp, Sebastian Riedel, Kentaro Inui
    • Organizer
      2018年度人工知能学会全国大会(第32回)
    • Data Source
      KAKENHI-PROJECT-15H01702
  • [Presentation] Identifying Current Issues in Short Answer Grading2018

    • Author(s)
      Tianqi Wang, Tomoya Mizumoto, Naoya Inoue, and Kentaro Inui
    • Organizer
      言語処理学会第24回年次大会
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Towards Interpretation as Natural Logic Abduction2018

    • Author(s)
      Naoya Inoue, Pontus Stenetorp, Sebastian Riedel, and Kentaro Inui
    • Organizer
      人工知能学会全国大会 (第32回)
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Towards Exploiting Argumentative Context for Argumentative Relation Identification2018

    • Author(s)
      Tatsuki Kuribayashi, Paul Reisert, Naoya Inoue, and Kentaro Inui
    • Organizer
      言語処理学会第24回年次大会
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Examining Macro-level Argumentative Structure Features for Argumentative Relation Identification2017

    • Author(s)
      Tatsuki Kuribayashi, Paul Reisert, Naoya Inoue, and Kentaro Inui
    • Organizer
      情報処理学会 自然言語処理研究会 (SIGNL234)
    • Data Source
      KAKENHI-PROJECT-16H06614
  • [Presentation] Handling Multiword Expressions in Causality Estimation2017

    • Author(s)
      Shota Sasaki, Sho Takase, Naoya Inoue, Naoaki Okazaki, and Kentaro Inui
    • Organizer
      12th International Conference on Computational Semantics (IWCS)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06614
  • 1.  Inui Kentaro (60272689)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 25 results
  • 2.  岡崎 直観 (50601118)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 6 results
  • 3.  鈴木 潤 (80396150)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 4.  HEINZERLING BENJAMIN (50846491)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  中川 智皓 (70582336)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 6.  吉川 将司 (80883470)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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