Ichiro Sakata
8 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird
π
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Research topics
Machine Learning
(8)
Deep Learning
(5)
Natural Language Processing
(5)
Core Methods
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Models
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
citation analysis
(2)
abstractive summarization
(2)
variational inference
(2)
self-attention mechanism
(1)
curriculum learning
(1)
extractive summarization
(1)
bayesian inference
(1)
dataset distillation
(1)
instruction tuning
(1)
gradient descent
(1)
document classification
(1)
bilevel optimization
(1)
tree structure
(1)
topic model
(1)
deep metric learning
(1)
hierarchical embedding
(1)
text summarization
(1)
hallucination mitigation
(1)
parameter-efficient tuning
(1)
multi-task learning
(1)
Papers
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation
ICLR 2025
Differentiable Instruction Optimization for Cross-Task Generalization
ACL 2023
Dynamic Structured Neural Topic Model with Self-Attention Mechanism
ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
ACL 2023
Lexical Entailment with Hierarchy Representations by Deep Metric Learning
EMNLP 2022
Tree-Structured Neural Topic Model
ACL 2020
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking
ACL 2019
Extractive Summarization Using Multi-Task Learning with Document Classification
EMNLP 2017