Kunihiro Takeoka
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Natural Language Processing
(4)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Keywords
retrieval-augmented generation
(2)
semi-supervised learning
(1)
text classification
(1)
weakly supervised learning
(1)
question answering
(1)
text generation
(1)
information retrieval
(1)
passage retrieval
(1)
multi-label classification
(1)
synthetic data generation
(1)
crowdsourced labeling
(1)
crowdsourced learning
(1)
probabilistic model
(1)
latent variable
(1)
loss function
(1)
language model
(1)
decision boundary
(1)
pre-trained language model
(1)
zero-shot classification
(1)
semantic annotation
(1)
Papers
On Synthesizing Data for Context Attribution in Question Answering
ACL 2025
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers
NAACL 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
EMNLP 2023
Low-resource Taxonomy Enrichment with Pretrained Language Models
EMNLP 2021
Learning with Unsure Responses
AAAI 2020
Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables
AAAI 2019