Yuma Tsuta

Profile

• College Degree: Ph.D Course (Graduated)
  Yushinaga Lab / Graduate School of Information Science and Techonology / The University of Tokyo
• Address: Ee-505, 4-6-1 Komaba, Meguro-Ku, Tokyo, 153-8505, Japan
• Educational Background:
  • Apr 2018 - Mar 2024: The University of Tokyo, Graduate School of Information Science and Techonology
  • Apr 2014 - Mar 2018: The University of Tokyo, College of Arts and Sciences

Research Topics

• Machine Learning
• Natural Language Processing
• Open-domain (chat) Diaogue Systems
• Evaluation Method

Contact

Publications (First Author)

Journal (Peer-Reviewed)

• Yuma Tsuta, Naoki Yoshinaga, Masashi Toyoda
  Uncertainty-aware Automatic Evaluation Method for Open-domain Dialogue Systems
  Journal of Natural Language Processing, June, 2023, Volume 30, Issue 2, p.531-556
  Related: J-STAGE, Publications in lab.

International Conference (Peer-Reviewed)

• Yuma Tsuta, Naoki Yoshinaga, Shoetsu Sato, Masashi Toyoda
  Rethinking Response Evaluation from Interlocutor's Eye for Open-Domain Dialogue Systems
  IJCNLP-AACL 2023 SRW, Bali, Indonesia, November, 2023, p.55-63
  Related: ACL Anthology, Publications in lab.
  

• Yuma Tsuta, Naoki Yoshinaga, Masashi Toyoda
  υBLEU: Uncertainty-Aware Automatic Evaluation Method for Open-Domain Dialogue Systems
  ACL 2020 SRW, Online, July, 2020, p.199-206
  Related: ACL Anthology, Publications in lab., Code, Dataset and Presentation Slide

Domestic Conference (Non Peer-Reviewed)

• 蔦侑磨, 吉永直樹
  評価の階層性に着目した雑談対話システム評価の分析
  言語処理学会第30回年次大会 (NLP2024), Hyogo, March, 2024, p.2210-2215
  Related: NLP2024 発表論文集, Publications in lab., Awarded 委員特別賞

• 蔦侑磨, 吉永直樹, 佐藤翔悦, 豊田正史
  雑談対話における会話継続予測に基づくユーザ適応的応答評価
  言語処理学会第29回年次大会 (NLP2023), Okinawa, March, 2023, p.1957-1962
  Related: NLP2023 発表論文集, Publications in lab.

• 蔦侑磨, 吉永直樹, 佐藤 翔悦, 豊田正史
  パーソナリティを考慮した雑談対話の会話継続可能性評価
  言語処理学会第28回年次大会 (NLP2022), Online, March, 2022, p.583-587
  Related: NLP2022 発表論文集, Publications in lab.

• Yuma Tsuta, Naoki Yoshinaga, Masashi Toyoda
  Automatic evaluation of open-domain dialogue systems using automatically-augmented references
  人工知能学会 第34回全国大会 (JSAI2020), Online, June, 2020
  Related: J-STAGE, Publications in lab.

• 蔦侑磨, 吉永直樹, 豊田正史
  疑似応答を用いた雑談対話システムの自動評価
  第6回自然言語処理シンポジウム / 第243回自然言語処理研究発表会 (NL243), Tokyo, November, 2019
  Related: NL2019 Program, Publications in lab.

Domestic Conference (Poster Only)

• 蔦侑磨, 吉永直樹, 佐藤 翔悦, 豊田正史
  雑談対話における会話への関心度と継続可能性を考慮した自動評価手法
  NLP若手の会 第16回シンポジウム (YANS2021), Online, August, 2021
  Related: YANS2023 Program, Publications in lab.

• 蔦侑磨, 吉永直樹, 豊田正史
  応答多様性を考慮した雑談対話評価のための疑似応答獲得
  NLP若手の会 第14回シンポジウム (YANS2019), Hokkaido, August, 2019
  Related: YANS2019 Program, Publications in lab.

Publications (Co-Author)

International Conference (Peer-Reviewed)

• Weiwen Su, Naoki Yoshinaga, Yuma Tsuta, and Masashi Toyoda
  Persona-based Dialogue Response Generation Using Personal Facts and Personality Traits
  IWSDS2024, Sapporo, Japan, March, 2024
  Related: IWSDS2024 program

Domestic Conference (Non Peer-Reviewed)

• Weiwen Su, Naoki Yoshinaga, Yuma Tsuta, and Masashi Toyoda
  Dialogue Response Generation Using Personal Facts and Personality Traits
  The 14th International Workshop on Spoken Dialogue Systems Technology (IWSDS2024), 札幌, 2024年3月
  言語処理学会第30回年次大会 (NLP2024), Hyogo, March, 2024, p.2210-2215
  Related: NLP2024 発表論文集

• Lianhao Yu, Naoki Yoshinaga, Masato Neishi, and Yuma Tsuta
  Non-literal Neural Machine Translation by Exploiting Non-literal Bitext
  言語処理学会第30回年次大会 (NLP2024), Hyogo, March, 2024, p.648-653
  Related: NLP2024 発表論文集