Hiroyuki Deguchi
19 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (4)
🏃
Academic Marathon
(5)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(4)
🧬
Topic Evolution
🔥
Unstoppable
(6)
💎
Century Club
(16)
⚡
Prolific Year
(7)
🗃️
Keyword Collector
(70)
Conferences
ACL (6)
EMNLP (6)
IJCNLP (2)
AACL (1)
COLING (1)
EACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
neural machine translation
(7)
machine translation
(5)
large language model
(4)
minimum bayes risk decoding
(4)
attention mechanism
(2)
matrix completion
(2)
knowledge distillation
(2)
translation reranking
(2)
syntactic attention
(2)
minimum bayes risk
(2)
translation quality
(2)
dependency grammar
(2)
utility estimation
(1)
document-level translation
(1)
image captioning
(1)
ensemble learning
(1)
preference optimization
(1)
language model
(1)
text generation
(1)
embedding learning
(1)
Papers
Hacking Neural Evaluation Metrics with Single Hub Text
EACL 2026
TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency
ACL 2026
One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness
ACL 2026
Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding
AACL 2025
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding
ACL 2025
Case-Based Decision-Theoretic Decoding with Quality Memories
EMNLP 2025
NTTSU at WMT2025 General Translation Task
EMNLP 2025
SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
ICLR 2025
Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding
IJCNLP 2025
Long-Tail Crisis in Nearest Neighbor Language Models
NAACL 2025
mbrs: A Library for Minimum Bayes Risk Decoding
EMNLP 2024
Document-level Translation with LLM Reranking: Team-J at WMT 2024 General Translation Task
EMNLP 2024
Centroid-Based Efficient Minimum Bayes Risk Decoding
ACL 2024
Subset Retrieval Nearest Neighbor Machine Translation
ACL 2023
NAIST-NICT WMT’23 General MT Task Submission
EMNLP 2023
NAIST-NICT-TIT WMT22 General MT Task Submission
EMNLP 2022
Synchronous Syntactic Attention for Transformer Neural Machine Translation
ACL 2021
Synchronous Syntactic Attention for Transformer Neural Machine Translation
IJCNLP 2021
Bilingual Subword Segmentation for Neural Machine Translation
COLING 2020