Hiroyuki Deguchi
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
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Dynamic Duo
(10)
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Keyword Collector
(77)
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Natural Language Processing
(12)
Machine Learning
(10)
Applications
(9)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory
(5)
Application Areas
(4)
Generation
(4)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Models
(2)
Resources & Methods
(2)
Keywords
neural machine translation
(6)
machine translation
(5)
large language model
(4)
minimum bayes risk decoding
(3)
retrieval-augmented generation
(2)
minimum bayes risk
(2)
translation reranking
(2)
translation quality
(2)
corpus linguistics
(1)
image captioning
(1)
knowledge distillation
(1)
document-level translation
(1)
decision theory
(1)
utility estimation
(1)
preference optimization
(1)
information retrieval
(1)
attention mechanism
(1)
inverted index
(1)
adversarial attack
(1)
nearest neighbor retrieval
(1)
Papers
Hacking Neural Evaluation Metrics with Single Hub Text
EACL 2026
One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness
ACL 2026
TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency
ACL 2026
Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding
IJCNLP 2025
Case-Based Decision-Theoretic Decoding with Quality Memories
EMNLP 2025
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding
ACL 2025
Long-Tail Crisis in Nearest Neighbor Language Models
NAACL 2025
NTTSU at WMT2025 General Translation Task
EMNLP 2025
SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
ICLR 2025
Centroid-Based Efficient Minimum Bayes Risk Decoding
ACL 2024
Document-level Translation with LLM Reranking: Team-J at WMT 2024 General Translation Task
EMNLP 2024
mbrs: A Library for Minimum Bayes Risk Decoding
EMNLP 2024
NAIST-NICT WMT’23 General MT Task Submission
EMNLP 2023
Subset Retrieval Nearest Neighbor Machine Translation
ACL 2023
NAIST-NICT-TIT WMT22 General MT Task Submission
EMNLP 2022
Synchronous Syntactic Attention for Transformer Neural Machine Translation
ACL 2021
Bilingual Subword Segmentation for Neural Machine Translation
COLING 2020