Junichiro Mori
7 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 (26) π£ Hot Topic Early Bird
π
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Research topics
Machine Learning
(7)
Deep Learning
(5)
Natural Language Processing
(4)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Core Methods
(2)
Models
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
variational inference
(2)
abstractive summarization
(2)
citation analysis
(2)
bayesian inference
(1)
curriculum learning
(1)
extractive summarization
(1)
text summarization
(1)
instruction tuning
(1)
gradient descent
(1)
document classification
(1)
bilevel optimization
(1)
tree structure
(1)
topic model
(1)
dataset distillation
(1)
hallucination mitigation
(1)
parameter-efficient tuning
(1)
hallucination detection
(1)
cross-task generalization
(1)
large-scale dataset
(1)
neural topic model
(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
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