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.
-
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