Ichiro Sakata
8 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (10) π Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(29)
π
Trend Setter
Conferences
ACL (5)
EMNLP (2)
ICLR (1)
Top co-authors
Keywords
citation analysis
(2)
abstractive summarization
(2)
variational inference
(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)
hierarchical embedding
(1)
deep metric learning
(1)
hallucination mitigation
(1)
hallucination detection
(1)
cross-task generalization
(1)
large-scale dataset
(1)
word embedding
(1)
Papers
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation
ICLR 2025
Dynamic Structured Neural Topic Model with Self-Attention Mechanism
ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
ACL 2023
Differentiable Instruction Optimization for Cross-Task Generalization
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