Kentaro Inui
Kentaro Inui (Ph.D.)
Title
Team Director

Members

  • Team director
    Kentaro Inui
  • Deputy team director
    Benjamin Heinzerling
  • Special postdoctoral researcher
    Masaya Taniguchi
  • Special postdoctoral researcher
    Kai Nakaishi
  • Postdoctoral researcher
    Ana Brassard
  • Postdoctoral researcher
    Jungmin Choi
  • Postdoctoral researcher
    Bin Wu
  • Postdoctoral researcher
    Ying Zhang
  • Technical staff I
    Yoriko Isobe
  • Technical staff I
    Mayumi Sugawara
  • Technical staff I
    Kenshi Yamaguchi
  • Visiting scientist
    Keisuke Sakaguchi
  • Visiting scientist
    Jun Suzuki
  • Visiting scientist
    Manabu Okumura
  • Visiting scientist
    Ryo Nagata
  • Visiting scientist
    Tatsuya Hiraoka
  • Visiting scientist
    Zhun Sun
  • Visiting scientist
    Sakrianiwatiasri Sakti
  • Visiting scientist
    Masato Mita
  • Visiting scientist
    Naoya Inoue
  • Visiting scientist
    Yuichiro Matsubayashi
  • Visiting scientist
    P Saitostenetorp
  • Visiting scientist
    Reina Akama
  • Visiting scientist
    Akira Murakami
  • Visiting scientist
    Shota Sasaki
  • Visiting scientist
    Chihiro Nakagawa
  • Visiting scientist
    Yutaka Ishii
  • Visiting scientist
    Manabu Kimura
  • Visiting scientist
    Itsumi Saito
  • Visiting scientist
    Ryoko Tokuhisa
  • Visiting scientist
    Machi Shimmei
  • Visiting scientist
    Ayana Niwa
  • Visiting scientist
    Hilal Alquabeh
  • Visiting scientist
    Saori Kubo
  • Research fellow
    Munachiso Nwadike
  • Student trainee
    Yusaku Nishimiya
  • Student trainee
    Nurdaulet Mukhituly
  • Student trainee
    Nhi Doan
  • Student trainee
    Nao Kuroyanagi
  • Student trainee
    Muhammadcendekia Airlangga
  • Part-time worker I
    Hiroaki Funayama
  • Part-time worker I
    Yuya Asazuma
  • Part-time worker I
    Masaki Sakata
  • Part-time worker I
    Steven Coyne
  • Part-time worker I
    Yoichi Aoki
  • Part-time worker I
    Kazuma Kokuta
  • Part-time worker I
    Keito Kudo
  • Part-time worker I
    Momoka Furuhashi
  • Part-time worker I
    Yoichi Takahashi
  • Part-time worker I
    Ryosuke Takahashi
  • Part-time worker II
    Naoki Miura
  • Part-time worker II
    Pureumae Lee
  • Part-time worker II
    Tomotaka Kubota
  • Part-time worker II
    Yasutomo Itabashi

Introduction

Laboratory's photo

We conduct research on core technologies for interpretable and trustworthy natural language processing. Going beyond the mechanistic interpretation of existing large language models, we aim to create new model architectures that combine high levels of language understanding and usability with mechanistic guarantees and explanations at different levels of abstraction for users with different needs, from non-technical end users to domain experts, engineers, and research scientists. Through both fundamental and applied research, and in close collaboration with industry partners in educational AI, we seek to extend the frontier of language processing toward systems that are powerful, transparent, reliable, and grounded in scientific understanding.

Main Research Field
Computer Science
Research Subjects
Natural Language Processing
Laboratory Website URL
https://aip-nlu.gitlab.io/
RIKEN Website URL
http://www.riken.jp/en/research/labs/aip/goalorient_tech/nat_lang_understand/

Introduction Video

Natural Language Understanding Team (PI: Kentaro.Inui) thumbnails
Show details

Poster(s)

Research Achievements

List of Achievements

Related posts

posted on January 15, 2026 11:44Information
7 papers were accepted at EACL 2026
posted on November 14, 2025 13:05Information
Five Papers Accepted to IJCNLP-AACL 2025
posted on November 7, 2025 16:58Information
Getting a PhD Is Better with 10 Friends (Artificial Intelligence, Vol. 40, No. 6, 2025)
posted on October 14, 2025 10:28InformationInternal Events
[Event Report]"RIKEN AIP LLM×ML Workshop" (October 2–3, 2025, Tokyo)
posted on October 3, 2025 16:15Information
Visiting Scientist Reina Akama Supervises Kodansha's “RD Development Project” (September 17, 2025)
posted on September 26, 2025 14:53Information
46 papers were accepted at NeurIPS 2025
posted on September 25, 2025 18:29InformationAward
YANS2025 Award
posted on September 12, 2025 13:08InformationAward
AIED 2025 Best LBR Paper Award (July 25, 2025)
posted on August 18, 2025 14:56InformationAward
Outstanding Paper Award at ACL 2025 (July 31, 2025)
posted on July 25, 2025 16:34Information
9 papers were accepted at ACL 2025
posted on May 16, 2025 17:07Seminar
[理研AIP 成果報告イベント] AIP自然言語理解チーム ワークショップ：教育 × NLPの深化と未来
posted on March 24, 2025 19:01InformationAward
RIKEN Ohbu Award 2024
posted on March 24, 2025 17:00InformationAward
NLP2025 Award
posted on March 24, 2025 15:56InformationAward
FY 2024 Best Paper Award  (NLP, March 10, 2025)
posted on March 12, 2025 11:02Information
Tutorial Lectures at NLP2025 (NLP2025, Nagasaki, March 10, 2025)
posted on March 3, 2025 16:05Information
The6th RIKEN AIP Mathematics Joint Seminar (February 19th-21st, 2025, Miura City)
posted on January 29, 2025 11:39Information
5 papers were accepted at NAACL 2025
posted on November 15, 2024 16:48Information
Three RIKEN AIP Members Appointed as Fellows by the Association for Natural Language Processing (October 19, 2024)
posted on October 31, 2024 17:40Information
【Publication】The Mechanism for calculating the meaning of words (October 11, 2024, Kodansha)
posted on September 30, 2024 11:21Information
8 papers have been accepted at EMNLP 2024
posted on September 27, 2024 17:29Information
"Women in Tech 30" (Forbes Japan, November 2024 Issue)
posted on September 18, 2024 15:48Seminar
2024年度第2回　女子中高生のためのオンラインセミナｰシリーズ「数理・情報・AI」の研究者になるには？
posted on May 1, 2024 23:17InformationPressrelease
[Press Release] Building of Large Language Model "LLM-jp-13B v2.0"(April 30, 2024)
posted on April 9, 2024 22:19InformationAward
MEXT Prize for Young Scientists in the field of science and technology for the fiscal year 2024 (April 9, 2024)
posted on January 23, 2024 17:40Information
19 papers have been accepted at ICLR 2024
posted on December 19, 2023 16:10Information
8 papers have been accepted at EMNLP 2023
posted on December 18, 2023 16:30Information
6 papers were accepted at ACL 2023
posted on September 25, 2023 20:05Information
35 papers were accepted at NeurIPS 2023
posted on July 4, 2023 13:16Information
【Keynote Speech】The 24th International Conference on Artificial Intelligence in Education, AIED 2023（July 4, 2023, Tokyo）
posted on June 6, 2023 20:07Information
What does the emergence of ChatGPT ask of natural language processing professionals? (June 3, 2023)
posted on May 23, 2023 07:32InformationAward
FY2022 FUNAI Informatin Technology Award for Young Researchers
posted on May 9, 2023 17:54InformationPressrelease
【Press Release】Who Does Not Benefit from Fact-Checking Websites? A Psychological Characteristic
posted on April 11, 2023 21:38Information
NLP2023 Award
posted on December 14, 2022 18:57Information
Two papers have been accepted at EMNLP2022
posted on November 28, 2022 16:04Information
[In the media]The Quality Assurance Method for Automated Answer Scoring using AI technology("ONE MORNING", FM TOKYO, Nov. 14, 2022)
posted on October 6, 2022 19:01InterviewInformation
【Published】Close-up Science Road( RIKEN NEWS, Oct 3, 2022)
posted on September 29, 2022 16:59Information
[In the media] The Quality Assurance Method for Automated Short Answer Scoring using the AI technology (Nikkei Web, September 26, 2022)
posted on August 31, 2022 17:02Information
Balancing Cost and Quality: An Exploration of Human-in-the-Loop Frameworks for Automated Short Answer Scoring (AIED2022)
posted on May 31, 2022 13:28Seminar
Natural Language Understanding Team Seminar (Talk by Zheng Yuan, King's College London)
posted on April 15, 2022 15:30InformationAward
【Updated】NLP2022 Award
posted on April 8, 2022 16:13InformationAward
FY2022 MEXT Science and Technology Award
posted on March 31, 2022 21:39InformationAward
NLP2022 Award
posted on February 22, 2022 15:29eventsSeminar
AI王 〜クイズAI日本一決定戦〜
posted on December 21, 2021 13:59Seminar
Natural Language Understanding Team Seminar (Talk by Kostiantyn Omelianchuk and Oleksandr Skurzhanskyi, Grammarly)
posted on November 15, 2021 16:31Information
EMNLP2021 Outstanding Reviewers
posted on September 28, 2021 15:43Information
[In the Media] “ Technologist Era, Automatic Scoring of Japanese Language Descriptions” (Nikkei morning edition, September 27, 2021)
posted on August 30, 2021 08:00Information
Seven papers have been accepted at EMNLP2021
posted on July 30, 2021 12:49Seminar
[40th AIP Open Seminar] Talks by Natural Language Understanding Team
posted on July 16, 2021 09:40InformationAward
Team Tohoku-AIP-NTT at WMT-2020 Won the FY2021 AAMT Nagao Award
posted on May 26, 2021 18:47InformationPressrelease
Text Assessment System Developed at RIKEN AIP Provides Automatic Scoring Functionality for Online Learning
posted on May 24, 2021 14:31Information
Eight Papers have been accepted at ACL 2021
posted on April 28, 2021 11:41Seminar
Natural Language Understanding Team Seminar (Talk by Dr. Christopher Bryant, University of Cambridge)
posted on January 26, 2021 15:17Information
Nine papers were accepted at ICLR 2021
posted on January 22, 2021 15:01Information
Minister of Education, Culture, Sports, Science and Technology HAGIUDA Koichi visits RIKEN Center for Advanced Intelligence Project
posted on November 16, 2020 15:03Information
Five papers have been accepted at EMNLP2020
posted on May 25, 2020 14:19Information
Papers were accepted at ACL 2020
posted on May 11, 2020 13:26Information
Research related to COVID-19
posted on December 5, 2019 09:30Information
Fourteen papers were accepted at AAAI-20
posted on September 9, 2019 09:10Information
Eight papers have been accepted at EMNLP2019
posted on May 30, 2019 11:30Award
Visiting Scientist Jun Suzuki won ICLR 2019 Outstanding Reviewers
posted on March 1, 2019 17:21Information
Papers are accepted at NAACL-HLT 2019
posted on December 5, 2018 17:15Information
Team Leader Inui has been appointed to be General Chair for EMNLP-IJCNLP 2019
posted on November 16, 2018 17:18Information
Thirteen papers have been accepted at AAAI-19