CV
Akari Haga (芳賀あかり)
1st year doctoral student at NARA Institute of Science and Technology (NAIST) under the supervision of Prof. Taro Watanabe.
Research Interests
- Computational (psycho)linguistics, Natural language processing
- First language acquisition
- Image captioning (2022-2023)
- Dialogue system (2020-2022)
- Text Analysis Using Natural Language Processing (2019-2020)
Publications
International Conference (Refereed)
- Can Language Models Induce Grammatical Knowledge from Indirect Evidence?
- Miyu Oba, Yohei Oseki, Akiyo Fukatsu, Akari Haga, Hiroki Ouchi, Taro Watanabe, Saku Sugawara
- In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
- Modeling Overregularization in Children with Small Language Models
- Akari Haga, Saku Sugawara, Akiyo Fukatsu, Miyu Oba, Hiroki Ouchi, Taro Watanabe, Yohei Oseki
- In Findings of the Association for Computational Linguistics (ACL 2024), pp.14532–14550 (2024).
- Analysis of internal social media for in-house job training aimed at improving the efficiency of human-resource development
- Akari Haga, Yosuke Tomida, Akihiro Yamashita, Katsuki Matsubayashi
- International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2019), pp.1-6 (2019).
Journal (Refereed)
- 社内研修の評価及び人材育成の効率化を目的とした社内SNSの分析
- 芳賀あかり, 富田陽介, 山下晃弘, 松林勝志
- 情報処理学会論文誌教育とコンピュータ(TCE) 7, pp.12-23 (2021).
International Conference (Non-refereed)
- BabyLM Challenge: Exploring the Effect of Variation Sets on Language Model Training Efficiency
- Akari Haga, Akiyo Fukatsu, Miyu Oba, Arianna Bisazza, Yohei Oseki
- BabyLM Challenge at the 28th Conference on Computational Natural Language Learning (CoNLL 2024), (2024/11).
- BabyLM Challenge: Curriculum learning based on sentence complexity approximating language acquisition
- Miyu Oba, Akari Haga, Akiyo Fukatsu, Yohei Oseki
- BabyLM Challenge at the 27th Conference on Computational Natural Language Learning (CoNLL 2023), (2023/12).
Domestic Conference
- 小規模言語モデルによる子供の過剰一般化のモデリング
- 芳賀あかり, 菅原朔, 深津聡世, 大羽未悠, 大内啓樹, 渡辺太郎, 大関洋平
- 言語処理学会第30回年次大会 (to appear), pp.1-4 (2024/3).
- 言語モデルの文法知識評価における間接肯定証拠の分析
- 大羽未悠, 大関洋平, 深津聡世, 芳賀あかり, 大内啓樹, 渡辺太郎, 菅原朔
- 言語処理学会第30回年次大会 (to appear), pp.1-4 (2024/3).
- 言語獲得過程を模倣した文の複雑さに基づくカリキュラム学習
- 大羽未悠, 芳賀あかり, 深津聡世, 大関洋平
- 第18回NLP若手の会 シンポジウム (YANS), (2023/08).
- 画像キャプショニングのための制約語の抽出法
- 芳賀あかり, 平尾努, 帖佐克己, 本多右京, 出口祥之, 渡辺太郎
- 言語処理学会第29回年次大会 (NLP2023), pp.1-4 (2023).
- スパンベースの句構造解析のためのラベル詳細化とその分析, NLP 若手の会(YANS),pp1-4 (2022).
- 芳賀あかり, 渡辺太郎
- 日本語対話機械読解データセットの構築と対話への応用可能性の検討
- 芳賀あかり, 稲葉通将
- 第 90 回言語・音声理解と対話処理研究会 (第 11 回対話システムシンポジウム), pp.12-15 (2020).
Awards / Honors
- 2024/10-2027/03: Japan Science and Technology Agency (JST) ACT-X
- 4500,000 yen / 2.5 years
- 2024/04-2027/03: Japan Society for Promotion of Science (JSPS) Research Fellowship for Young Scientists (DC1)
- 200,000 yen / month + 700,000 yen / year
- 2020/06: 情報処理学会 コンピュータと教育研究会 155回研究発表会 学生奨励賞
- 社内研修の評価及び人材育成の効率化を目的とした社内SNSの分析
- 社内研修の評価及び人材育成の効率化を目的とした社内SNSの分析
Education
- 2022/05-: Master of Engineering: Natural Language Processing
- NARA Institute of Science and Technology (NAIST)
- Supervisor: Taro Watanabe, Hidetaka Kamigaito, Hiroki Ouchi
- 2020/03-2022/04: Bachelor of Arts: Dialogue and Discourse Processing
- The University of Electro-Communications (電通大)
- Thesis: Generating descriptions of the actions of comic characters from dialogue
- Supervisor: Michimasa Inaba
- 2015/04-2020/03: Associate of Art: Computer Science
- National Institute of Technology, Tokyo College (東京高専)
- Thesis: Analysis of internal SNS for improving human resources and in-house training
- Supervisor: Akihiro Yamashita
Experience
- 2022/12-: Research Assistant
- National Institute of Informatics
- Supervisor: Saku Sugawara
- Survey papers on Linguistics related to First language acquisition.
- 2022/08-2022/09: Research Intern
- NTT Communication Science Laboratories
- Researched a Image captioning model.
- 2020/08-2022/03: Software Engineer
- Palette inc.
- Founding member.
- Developed a web application.
- 2019/07-2020/07: Software Engineer
- Datasection Inc.
- Built Twitter-related datasets using web crawling.
- 2018/05-2019/06: Software Engineer
- Buildit Inc.
- Developed web applications.