Yukino Baba
8 papers · 2012–2026 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
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Conference Pioneer
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The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
multi-task learning
(1)
ensemble learning
(1)
embedding learning
(1)
argument mining
(1)
knowledge distillation
(1)
system combination
(1)
human computation
(1)
linear programming
(1)
label aggregation
(1)
annotator modeling
(1)
crowd sourcing
(1)
label quality
(1)
task assignment
(1)
quality control
(1)
statistical aggregation
(1)
pairwise comparison
(1)
preference estimation
(1)
model collaboration
(1)
worker performance
(1)
performance regularization
(1)
Papers
Task Assignment meets Annotator Modeling: Human-LLM Collaborative Annotation with Constraints
ACL 2026
Co-Teaching Student-Model through Submission Results of Shared Task
EMNLP 2021
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization
IJCAI 2020
Simultaneous Clustering and Ranking from Pairwise Comparisons
IJCAI 2018
Statistical Quality Control for Human Computation and Crowdsourcing
IJCAI 2018
Assessing Translation Ability through Vocabulary Ability Assessment
IJCAI 2016
Accurate Integration of Crowdsourced Labels Using Workers’ Self-Reported Confidence Scores
IJCAI 2013
How Are Spelling Errors Generated and Corrected? A Study of Corrected and Uncorrected Spelling Errors Using Keystroke Logs
ACL 2012