Research Interests

  • Vision & Language
  • NLP

Biography

  • 2018.04

    Tohoku University (Bachelor)

    Department of Electrical, Information and Physics Engineering, School of Engineering

    April 2018 - March 2022

  • 2022.04

    Tohoku University (Master)

    Fundamental Artificial Intelligence, Department of System Information Sciences, Graduate School of Information Sciences

    April 2022 - March 2024

  • 2024.04

    Tohoku University (Doctor)

    Fundamental Artificial Intelligence, Department of System Information Sciences, Graduate School of Information Sciences

    April 2024 - present

Journal Papers (refereed)

  • Aoba_v3 bot: a multimodal chatbot system combining rules and various response generation models

    Shoji Moriya*, Daiki Shiono*, Riki Fujihara, Yosuke Kishinami, Subaru Kimura, Shusaku Sone, Reina Akama, Yuta Matsumoto, Jun Suzuki and Kentaro Inui. (*: equal contribution)

    Advanced Robotics, Volume 37, Issue 21, pp.1392-1405, August 2023.

International Conferences (refereed)

  • Exploring Large Language Models' Understanding of Shitsukan

    Yukiko Ishizuki*, Daiki Shiono*, Ana Brassard, Jun Suzuki. (*: equal contribution)

    Non-archival submission for the 18th Conference of the European Chapter of the Association for Computational Linguistics Student Research Workshop (EACL SRW 2024), Malta, March 2024.

  • Instruction-Following Evaluation for Large Vision-Language Models

    Daiki Shiono, Shumpei Miyawaki, Ryota Tanaka, Jun Suzuki.

    Non-archival submission for the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics Student Research Workshop (NAACL SRW 2024), Mexico, June 2024.

  • Detecting Response Generation Not Requiring Factual Judgment

    Ryohei Kamei, Daiki Shiono, Reina Akama, Jun Suzuki.

    Non-archival submission for the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics Student Research Workshop (NAACL SRW 2024), Mexico, June 2024.

Domestic Conferences / Symposium

  • 大規模視覚言語モデルに関する指示追従能力の検証

    塩野 大輝, 宮脇 峻平, 田中 涼太, 鈴木 潤.

    言語処理学会第30回年次大会(NLP 2024), 神戸, pp.2057-2062, March 2024. 委員特別賞受賞.

  • 事実正誤判定が不要な生成応答の検出に向けたデータセットの収集と分析

    亀井 遼平, 塩野 大輝, 赤間 怜奈, 鈴木 潤.

    言語処理学会第30回年次大会(NLP 2024), 神戸, pp.2125-2130, March 2024.

  • Instruction-Following Evaluation for Large Vision-Language Models

    塩野 大輝.

    The 5th International Symposium on AI Electronics, 仙台, February 2023.

  • 生成応答に含まれる事実に基づかない情報の自動検出の試み

    亀井 遼平, 塩野 大輝, 赤間 怜奈, 鈴木 潤.

    NLP若手の会第18回シンポジウム(YANS 2023), 浅草橋, August 2023. 奨励賞受賞. スポンサー賞受賞.

    prize
  • 画像キャプションを利用したIconQAタスクへのアプローチ

    塩野 大輝, 宮脇 峻平, 長澤 春希, 鈴木 潤.

    言語処理学会第29回年次大会(NLP 2023), 宜野湾, pp.1857-1862, March 2023.

  • aoba_v3 bot: 多様な応答生成モデルとルールベースを統合したマルチモーダル雑談対話システム

    守屋 彰二*, 塩野 大輝*, 岸波 洋介, 藤原 吏生, 木村 昴, 松本 悠太, 曾根 周作, 赤間 怜奈, 鈴木 潤, 乾 健太郎.(*: 共同主著)

    人工知能学会 音声・言語理解と対話処理研究会第96回研究会(JSAI SIG-SLUD 96)第13回対話システムシンポジウム, 立川, December 2022. 第5回対話システムライブコンペティション 優秀賞受賞(第2位).

Awards

  • 第5回対話システムライブコンペティション オープントラック 優秀賞受賞(第2位)

    December 2022.

  • 言語処理学会第30回年次大会(NLP 2024) 委員特別賞受賞

    March 2024. (26件/567件≒4.59%)

Activities

Research

  • WISE Program for AI Electronics (AIE)

    Research Fellow (Subsidized Project by the Ministry of Education, Culture, Sports, Science and Technology)

    April 2020 - present

Intern / Part-time

  • Research Intern @ Turing Inc.

    Member of Generative AI Group

    April 2024 - present

  • Machine Learning Engineer Part-time @ Future Inc.

    Member of Strategic AI Group

    March 2023 - December 2023

Teaching Assistant

  • Natural Language Processing

    Lecture at Graduate School of Information Sciences, Tohoku University

    October 2023 - February 2024

  • Introduction to Programming for Artificial Intelligence Technology

    General Education Lecture at Tohoku University

    October 2022 - December 2023

Research Assistant

  • Center for Data-driven Science and Artificial Intelligence Tohoku University

    Environment, documentation, data maintenance, experiments, and other supportive tasks necessary to carry out research on the research topic

    April 2023 - present

  • Server Management in Our Lab

    April 2023 - present

Skills

  • Python
  • PyTorch
  • Docker
  • Singularity
  • HTML/CSS