Takashi Ninomiya
41 papers · 2002–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (45) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(20)
🏆
Keyword Champion
🔬
Deep Specialist
(14)
🌈
Renaissance Researcher
(6)
🔥
Unstoppable · Silver
⚡
Prolific Year · Productive
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(134)
Top co-authors
Research topics
Natural Language Processing
(26)
Applications
(18)
Machine Learning
(14)
Artificial Intelligence
(11)
Resources & Methods
(8)
Learning Types · Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Learning Paradigms
(5)
Application Areas
(4)
Generation
(4)
Learning Types · Deep Learning
(4)
Healthcare & Medicine
(3)
Architectures
(3)
Core Methods
(3)
Keywords
neural machine translation
(7)
machine translation
(6)
text simplification
(5)
parallel corpus
(3)
japanese language
(3)
large language model
(2)
multi-task learning
(2)
transformer-based model
(2)
sentiment analysis
(2)
convolutional neural network
(2)
sentence embedding
(2)
transfer learning
(2)
unsupervised learning
(2)
multilingual sentence encoder
(2)
attention mechanism
(2)
quality estimation
(2)
subword segmentation
(2)
em algorithm
(1)
scene understanding
(1)
few-shot learning
(1)
Papers
Domain Adaptation of Image Encoder for Multimodal Manga Translation
EACL 2026
Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment
EACL 2026
Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025
AACL 2025
Enriching the Low-Resource Neural Machine Translation with Large Language Model
IJCNLP 2025
MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References
ACL 2025
Paraphrase-based Contrastive Learning for Sentence Pair Modeling
NAACL 2025
Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders
EMNLP 2025
Text Normalization for Sentiment Analysis in Japanese Social Media
NAACL 2025
English-to-Japanese Multimodal Machine Translation Based on Image-Text Matching of Lecture Videos
ACL 2024
Evaluation Dataset for Japanese Medical Text Simplification
NAACL 2024
Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation
NAACL 2024
Semi-automatic Construction of a Word Complexity Lexicon for Japanese Medical Terminology
NAACL 2024
Transfer Fine-tuning for Quality Estimation of Text Simplification
COLING 2024
Utilizing Longer Context than Speech Bubbles in Automated Manga Translation
COLING 2024
Automated Orthodontic Diagnosis from a Summary of Medical Findings
ACL 2023
Distractor Generation for Fill-in-the-Blank Exercises by Question Type
ACL 2023
Multimodal Neural Machine Translation Using Synthetic Images Transformed by Latent Diffusion Model
ACL 2023
Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation
COLING 2022
A Japanese Masked Language Model for Academic Domain
COLING 2022
Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation
COLING 2022
Controllable Text Simplification with Deep Reinforcement Learning
AACL 2022
Emotional Intensity Estimation based on Writer’s Personality
AACL 2022
Parallel Corpus Filtering for Japanese Text Simplification
EMNLP 2022
Hie-BART: Document Summarization with Hierarchical BART
NAACL 2021
Synchronous Syntactic Attention for Transformer Neural Machine Translation
ACL 2021
Bilingual Subword Segmentation for Neural Machine Translation
COLING 2020
Supervised Visual Attention for Multimodal Neural Machine Translation
COLING 2020
Transformer-based Approach for Predicting Chemical Compound Structures
AACL 2020
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
EMNLP 2019
Neural Machine Translation Incorporating Named Entity
COLING 2018
CKY-based Convolutional Attention for Neural Machine Translation
IJCNLP 2017
Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks
ACL 2016
Deterministic Shift-Reduce Parsing for Unification-Based Grammars by Using Default Unification
EACL 2009
An Intelligent Search Engine and GUI-based Efficient MEDLINE Search Tool Based on Deep Syntactic Parsing
ACL 2006
Extremely Lexicalized Models for Accurate and Fast HPSG Parsing
EMNLP 2006
Semantic Retrieval for the Accurate Identification of Relational Concepts in Massive Textbases
ACL 2006
Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches
ACL 2006
A Robust Retrieval Engine for Proximal and Structural Search
NAACL 2003
Lexicalized Grammar Acquisition
EACL 2003
An Indexing Scheme for Typed Feature Structures
COLING 2002
Lenient Default Unification for Robust Processing within Unification Based Grammar Formalisms
COLING 2002