Research Interests
- Vision & Language
- NLP
Biography
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2018.04
Tohoku University (Bachelor)
Department of Electrical, Information and Physics Engineering, School of Engineering
April 2018 - March 2022
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2022.04
Tohoku University (Master)
Fundamental Artificial Intelligence, Department of System Information Sciences, Graduate School of Information Sciences
April 2022 - March 2024
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2024.04
Tohoku University (Doctor)
Fundamental Artificial Intelligence, Department of System Information Sciences, Graduate School of Information Sciences
April 2024 - present
Journal Papers (refereed)
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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)
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Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs
Daiki Shiono, Ana Brassard, Yukiko Ishizuki, Jun Suzuki.
Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), Abu Dhabi, UAE, January 2025.
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Instruction-Following Evaluation for Large Vision-Language Models
Daiki Shiono, Shumpei Miyawaki, Ryota Tanaka, Jun Suzuki.
Non-archival submission for the 2024 Conference of the North American Chapter of the Association for Computational Linguistics Student Research Workshop (NAACL SRW 2024), Mexico City, Mexico, June 2024.
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Detecting Response Generation Not Requiring Factual Judgment
Ryohei Kamei, Daiki Shiono, Reina Akama, Jun Suzuki.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics Student Research Workshop (NAACL SRW 2024), Mexico City, Mexico, June 2024.
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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.
Domestic Conferences / Symposium
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Padding vs. Packing: 大規模言語モデルのファインチューニングにおける学習効果の検証
塩野 大輝, 田中 涼太, 宮脇 峻平, 工藤 慧音, 鈴木 潤.
言語処理学会第31回年次大会(NLP 2025), 長崎, pp.xxxx-xxxx, March 2025.
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大規模視覚言語モデルの質感知覚能力の分析
松田 陵佑, 塩野 大輝, Ana Brassard, 鈴木 潤.
言語処理学会第31回年次大会(NLP 2025), 長崎, pp.xxxx-xxxx, March 2025.
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日本語バイト符号化マスク言語モデルの開発と分析
工藤 慧音, 鴨田 豪, 塩野 大輝, 鈴木 潤.
言語処理学会第31回年次大会(NLP 2025), 長崎, pp.xxxx-xxxx, March 2025.
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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.
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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.
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Instruction-Following Evaluation for Large Vision-Language Models
塩野 大輝.
The 5th International Symposium on AI Electronics, 仙台, February 2023.
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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.
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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.
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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
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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.
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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 Fellowship
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BOOST Program for next-generation AI areas
※ BOOST: Broadening Opportunities for Outstanding young researchers and doctoral students in STrategic areas
Research Fellow (Subsidized Project by the JST (Japan Science and Technology Agency))
September 2024 - present
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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
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Research Intern @ Turing Inc.
Member of Fundamental AI Group
April 2024 - present
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Machine Learning Engineer Part-time @ Future Inc.
Member of Strategic AI Group
March 2023 - December 2023
Teaching Assistant
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Natural Language Processing
Lecture at Graduate School of Information Sciences, Tohoku University
October 2023 - February 2024
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Introduction to Programming for Artificial Intelligence Technology
General Education Lecture at Tohoku University
October 2022 - December 2023
Research Assistant
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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
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Server Management in Our Lab
April 2023 - present
Slide
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Large Vision Language Model (LVLM) に関する最新知見まとめ (Part 1)
Blog
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【日本語V&Lデータセット】The Cauldron JA, Wikipedia Vision JA を公開しました!
Blog post from my internship at Turing Inc.
Skills
- Python
- PyTorch
- Docker
- Singularity
- HTML/CSS