Baba Yukino 馬場雪乃

Researcher Number	40711453
Other IDs
Affiliation (Current)	2025: 東京大学, 大学院総合文化研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 東京大学, 大学院総合文化研究科, 准教授 2018 – 2022: 筑波大学, システム情報系, 准教授 2015 – 2017: 京都大学, 情報学研究科, 助教 2014: 国立情報学研究所, ビッグデータ数理国際研究センター, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Intelligent informatics Except Principal Investigator Basic Section 61030:Intelligent informatics-related / Medium-sized Section 2:Literature, linguistics, and related fields / Learning support system
Keywords	Principal Investigator クラウドソーシング / 機械学習 / ヒューマンコンピュテーション / スキル推定 Except Principal Investigator 機械学習 / クラウドソーシング / データマイニング / 公平性 / 因果推論 / AI倫理 … More / 手話話者 / 対話 / 語彙 / コーパス / 品詞 / 画像処理 / 文単位 / 品詞アノテーション / 手話翻訳システム / 深層学習 / 自動セグメンテーション / アノテーション / 発話単位 / 日本手話 / 手話言語 / e-ラーニング / eテスト / eラーニング Less

Fairness-aware Machine Learing Based on the Modification of Causal Graphs
- Principal Investigator
  
  神嶌敏弘
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Yokohama National University
  National Institute of Advanced Industrial Science and Technology
Machine Learning for Professional Crowdsourcing TasksPrincipal Investigator
- Principal Investigator
  
  Yukino Baba
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  University of Tsukuba
The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment
- Principal Investigator
  
  Kamishima Toshihiro
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  National Institute of Advanced Industrial Science and Technology
Seeking A Sentence Unit of Sign Language: An interdisciplinary approach using the methods of sign language linguistics, deep learning and crowdsourcing
- Principal Investigator
  
  Bono Mayumi
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 2:Literature, linguistics, and related fields
- Research Institution
  National Institute of Informatics
Crowdsourcing for e-Tests
- Principal Investigator
  
  Inoue Sozo
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Learning support system
- Research Institution
  Kyushu Institute of Technology
Statistical skill estimation methods for crowdsourcing with career developmentPrincipal Investigator
- Principal Investigator
  
  Baba Yukino
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyoto University
  National Institute of Informatics

All 2021 2020 2019 2018 2016 2015 Other

All Journal Article Presentation

[Journal Article] Preliminary Experiemnts on the Stability of Bias-aware Techniques2021
- Author(s)
  T. Kamishima, S. Akaho, Y. Baba, and H. Kashima
- Journal Title
  
  2nd Int'l Workshop on Algorithmic Bias in Search and Recommendation {Bias 2021}
  
  Pages: 25-35
- DOI
  10.1007/978-3-030-78818-6_4
- ISBN
  9783030788179, 9783030788186
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03300
[Journal Article] Co-Teaching Student-Model through Submission Results of Shared Task2021
- Author(s)
  Nakayama, Kouta , Kurita, Shuhei , Kobayashi, Akio , Baba, Yukino , Sekine, Satoshi
- Journal Title
  
  Findings of the Association for Computational Linguistics: EMNLP 2021
  
  Volume: - Pages: 4525-4535
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Preliminary Experiments to Examine the Stability of Bias-Aware Techniques2021
- Author(s)
  Kamishima, Toshihiro , Akaho, Shotaro , Baba, Yukino , Kashima, Hisashi
- Journal Title
  
  Proceedings of the 2nd International Workshop on Algorithmic Bias in Search and Recommendation (BIAS)
  
  Volume: - Pages: 25-35
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Humanacgan: Conditional Generative Adversarial Network with Human-Based Auxiliary Classifier and its Evaluation in Phoneme Perception2021
- Author(s)
  Ueda Yota、Fujii Kazuki、Saito Yuki、Takamichi Shinnosuke、Baba Yukino、Saruwatari Hiroshi
- Journal Title
  
  Proceedings of the 46th International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  
  Volume: - Pages: 6468-6472
- DOI
  10.1109/icassp39728.2021.9413363
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] CrowDEA: Multi-view Idea Prioritization with Crowds2020
- Author(s)
  Baba, Yukino , Li, Jiyi , Kashima, Hisashi
- Journal Title
  
  Proceedings of the 8th AAAI Conference on Human Computation and Crowdsourcing (HCOMP)
  
  Volume: - Pages: 23-32
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Stress Prediction from Head Motion2020
- Author(s)
  Kusano Hitoshi、Horiguchi Yuji、Baba Yukino、Kashima Hisashi
- Journal Title
  
  Proceedings of the 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)
  
  Volume: - Pages: 488-495
- DOI
  10.1109/dsaa49011.2020.00063
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Synthetic Accessibility Assessment Using Auxiliary Responses2020
- Author(s)
  Shun Ito, Yukino Baba, Tetsu Isomura, Hisashi Kashima
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 145 Pages: 113106-113106
- DOI
  10.1016/j.eswa.2019.113106
- NAID
  130007422124
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H01704, KAKENHI-PROJECT-18H03580
[Journal Article] DDBJ Data Analysis Challenge: a machine learning competition to predict <i>Arabidopsis</i> chromatin feature annotations from DNA sequences2020
- Author(s)
  Eli Kaminuma, Yukino Baba, Masahiro Mochizuki, Hirotaka Matsumoto, Haruka Ozaki, Toshitsugu Okayama, Takuya Kato, Shinya Oki, Takatomo Fujisawa, Yasukazu Nakamura, Masanori Arita, Osamu Ogasawara, Hisashi Kashima, Toshihisa Takagi
- Journal Title
  
  Genes Genet. Syst.
  
  Volume: 95 Issue: 1 Pages: 43-50
- DOI
  10.1266/ggs.19-00034
- NAID
  130007834264
- ISSN
  1341-7568, 1880-5779
- Year and Date
  2020-02-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704, KAKENHI-PROJECT-18KT0024, KAKENHI-PROJECT-18H03580, KAKENHI-PROJECT-19H03424
[Journal Article] ヒューマンコンピュテーションとクラウドソーシング2020
- Author(s)
  馬場雪乃
- Journal Title
  
  オペレーションズ・リサーチ
  
  Volume: 65 Pages: 323-327
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Humangan: Generative Adversarial Network With Human-Based Discriminator And Its Evaluation In Speech Perception Modeling2020
- Author(s)
  Fujii Kazuki、Saito Yuki、Takamichi Shinnosuke、Baba Yukino、Saruwatari Hiroshi
- Journal Title
  
  Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  
  Volume: 2920-May Pages: 6239-6243
- DOI
  10.1109/icassp40776.2020.9053844
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization2020
- Author(s)
  Li Jiyi、Kawase Yasushi、Baba Yukino、Kashima Hisashi
- Journal Title
  
  Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI)
  
  Volume: - Pages: 1534-1541
- DOI
  10.24963/ijcai.2020/213
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Crownn: Human-in-the-loop Network with Crowd-generated Inputs2019
- Author(s)
  Sakata Yusuke、Baba Yukino、Kashima Hisashi
- Journal Title
  
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  
  Volume: N/A Pages: 7555-7559
- DOI
  10.1109/icassp.2019.8682321
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Large-scale Driver Identification Using Automobile Driving Data2019
- Author(s)
  Tanaka Daiki、Baba Yukino、Kashima Hisashi、Okubo Yuta
- Journal Title
  
  Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)
  
  Volume: N/A
- DOI
  10.1109/smc.2019.8914377
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Probabilistic Modeling of Peer Correction and Peer Assessment2019
- Author(s)
  Sunahase, Takeru; Baba, Yukino; Kashima, Hisashi
- Journal Title
  
  International Educational Data Mining Society, Paper presented at the International Conference on Educational Data Mining (EDM)
  
  Volume: N/A
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Interdependence Model for Multi-label Classification2019
- Author(s)
  Yoshimura Kosuke、Iwase Tomoaki、Baba Yukino、Kashima Hisashi
- Journal Title
  
  Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series
  
  Volume: N/A Pages: 55-68
- DOI
  10.1007/978-3-030-30490-4_6
- ISBN
  9783030304898, 9783030304904
- Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] 超問題：専門知識を要するクラウドソーシングタスクの回答統合法2019
- Author(s)
  李吉屹, 馬場雪乃, 鹿島久嗣
- Journal Title
  
  日本データベース学会和文論文誌
  
  Volume: 17-J(8)
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Active Learning Strategies for Hierarchical Labeling Microtasks2019
- Author(s)
  Uo Kousuke、Kobayashi Masaki、Matsubara Masaki、Baba Yukino、Morishima Atsuyuki
- Journal Title
  
  Proceedings of 2019 IEEE International Conference on Big Data (Big Data
  
  Volume: N/A Pages: 4647-4650
- DOI
  10.1109/bigdata47090.2019.9006224
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Probabilistic Modeling of Peer Correction and Peer Assessment2019
- Author(s)
  Takeru Sunahase, Yukino Baba, Hisashi Kashima
- Journal Title
  
  Proceedings of the 12th International Conference on Educational Data Mining
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K18105
[Journal Article] Wisdom of Crowds for Synthetic Accessibility Evaluation2018
- Author(s)
  Yukino Baba, Tetsu Isomura, Hisashi Kashima
- Journal Title
  
  Journal of Molecular Graphics and Modelling
  
  Volume: 80 Pages: 217-223
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] 教育用データ解析コンペティション基盤の設計と実践2018
- Author(s)
  馬場雪乃, 高瀬朝海, 新恭兵, 小山聡, 鹿島久嗣
- Journal Title
  
  情報処理学会デジタルプラクティス
  
  Volume: 9(4) Pages: 859-873
- NAID
  170000149784
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03580
[Journal Article] Assessing Translation Ability through Vocabulary Ability Assessment2016
- Author(s)
  Yo Ehara, Yukino Baba, Masao Utiyama, Eiichiro Sumita
- Journal Title
  
  Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)
  
  Volume: なし
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730115
[Presentation] セマンティックセグメンテーションにおけるアノテーションコストを考慮した能動学習2021
- Author(s)
  鵜尾, 厚佑, 伊藤, 寛祥, 松原, 正樹, 森嶋, 厚行, 馬場, 雪乃
- Organizer
  2021年度人工知能学会全国大会（第35回）
- Data Source
  KAKENHI-PROJECT-18H03580
[Presentation] バイアス考慮型分類器の安定性に関する予備調査2021
- Author(s)
  神嶌敏弘, 赤穂昭太郎, 馬場雪乃, 鹿島久嗣
- Organizer
  人工知能学会全国大会（第35回）
- Data Source
  KAKENHI-PROJECT-18H03300
[Presentation] 独立性制約下の変換の認知バイアスの補正への適用2020
- Author(s)
  神嶌敏弘, 馬場雪乃, 鹿島久嗣
- Organizer
  人工知能学会全国大会（第34回）
- Data Source
  KAKENHI-PROJECT-18H03300
[Presentation] HumanGAN: Generative Adversarial Network with Human-based Discriminator and its Evaluation in Speech Perception Modeling2020
- Author(s)
  Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari
- Organizer
  45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03580
[Presentation] Probabilistic Modeling of Peer Correction and Peer Assessment2019
- Author(s)
  Takeru Sunahase, Yukino Baba, Hisashi Kashima
- Organizer
  12th International Conference on Educational Data Mining (EDM), 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03580
[Presentation] 語彙能力と翻訳能力の関係2015
- Author(s)
  江原遥, 馬場雪乃, 内山将夫, 隅田英一郎
- Organizer
  NLP若手の会 (YANS) 第10回シンポジウム
- Place of Presentation
  和倉温泉ホテル海望 (石川県七尾市)
- Year and Date
  2015-09-03
- Data Source
  KAKENHI-PROJECT-26730115
[Presentation] クラウドソーシング翻訳のコスト削減のための翻訳者割り当て手法の提案2015
- Author(s)
  江原遥, 馬場雪乃, 内山将夫, 隅田英一郎
- Organizer
  第14回情報科学技術フォーラム (FIT)
- Place of Presentation
  愛媛大学 (愛媛県松山市)
- Year and Date
  2015-09-15
- Data Source
  KAKENHI-PROJECT-26730115
[Presentation] クラウドソーシング翻訳のコストを削減する翻訳品質の事前予測モデル2015
- Author(s)
  江原遥, 馬場雪乃, 内山将夫, 隅田英一郎
- Organizer
  マルチメディア、分散、協調とモバイル（DICOMO2015）シンポジウム, 2015
- Place of Presentation
  ホテル安比グランド本館＆タワー館 (岩手県八幡平市)
- Year and Date
  2015-07-08
- Data Source
  KAKENHI-PROJECT-26730115
[Presentation] 単語テストを利用した翻訳品質事前予測モデル
- Author(s)
  江原遥, 馬場雪乃, 内山将夫, 隅田英一郎
- Organizer
  2015年度人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学
- Year and Date
  2015-05-30 – 2015-06-02
- Data Source
  KAKENHI-PROJECT-26730115

1. Kamishima Toshihiro (50356820)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
2. Inoue Sozo (90346825)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. Bono Mayumi (50418521)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 鹿島久嗣 (80545583)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
5. 宮尾祐介 (00343096)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 小磯花絵 (30312200)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 大杉豊 (60451704)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 菊地浩平 (60582898)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 佐藤真一 (90249938)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 菊澤律子 (90272616)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 楠房子 (40192025)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 黒木学 (60334512)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Baba Yukino 馬場 雪乃

Research Projects

Research Products

Co-Researchers

Fairness-aware Machine Learing Based on the Modification of Causal Graphs

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Machine Learning for Professional Crowdsourcing TasksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Seeking A Sentence Unit of Sign Language: An interdisciplinary approach using the methods of sign language linguistics, deep learning and crowdsourcing

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Crowdsourcing for e-Tests

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Statistical skill estimation methods for crowdsourcing with career developmentPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Preliminary Experiemnts on the Stability of Bias-aware Techniques2021

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Co-Teaching Student-Model through Submission Results of Shared Task2021

Author(s)

Journal Title

Data Source

[Journal Article] Preliminary Experiments to Examine the Stability of Bias-Aware Techniques2021

Author(s)

Journal Title

Data Source

[Journal Article] Humanacgan: Conditional Generative Adversarial Network with Human-Based Auxiliary Classifier and its Evaluation in Phoneme Perception2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] CrowDEA: Multi-view Idea Prioritization with Crowds2020

Author(s)

Journal Title

Data Source

[Journal Article] Stress Prediction from Head Motion2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Synthetic Accessibility Assessment Using Auxiliary Responses2020

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] DDBJ Data Analysis Challenge: a machine learning competition to predict <i>Arabidopsis</i> chromatin feature annotations from DNA sequences2020

Author(s)

Journal Title

DOI

NAID

ISSN

Baba Yukino 馬場雪乃