← Authors

Takashi Ninomiya

50 papers · 2002–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (23) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (53) 🀝 Dynamic Duo (21) πŸ”¬ Deep Specialist (13) πŸ”₯ Unstoppable (10) ⚑ Prolific Year (8) πŸ’Ž Century Club (46) πŸ—ƒοΈ Keyword Collector (142) πŸš€ Conference Pioneer

Conferences

COLING (13) ACL (10) IJCNLP (7) NAACL (7) AACL (5) EACL (4) EMNLP (4)

Top co-authors

Tomoyuki Kajiwara (22) Akihiro Tamura (12) Yusuke Miyao (10) Jun’ichi Tsujii (9) Isao Goto (6) Katsuya Masuda (5) Yuki Arase (5) Yoshimasa Tsuruoka (5) Tomoko Ohta (5) Kazuhiro Yoshida (4)

Research topics

Natural Language Processing (1)

Keywords

neural machine translation (9) machine translation (7) text simplification (6) multi-task learning (3) parallel corpus (3) sentiment analysis (3) large language model (3) attention mechanism (3) japanese language (3) low-resource language (2) unsupervised learning (2) convolutional neural network (2) few-shot learning (2) reward function (2) text analysis (2) quality estimation (2) knowledge distillation (2) deep reinforcement learning (2) transfer learning (2) prompt engineering (2)

Papers

Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026
Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment EACL 2026
Enriching the Low-Resource Neural Machine Translation with Large Language Model AACL 2025
Text Normalization for Sentiment Analysis in Japanese Social Media NAACL 2025
Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025
Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025 IJCNLP 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
Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025
Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025 AACL 2025
Utilizing Longer Context than Speech Bubbles in Automated Manga Translation COLING 2024
English-to-Japanese Multimodal Machine Translation Based on Image-Text Matching of Lecture Videos ACL 2024
Transfer Fine-tuning for Quality Estimation of Text Simplification COLING 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
Multimodal Neural Machine Translation Using Synthetic Images Transformed by Latent Diffusion Model ACL 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
Distractor Generation for Fill-in-the-Blank Exercises by Question Type ACL 2023
Parallel Corpus Filtering for Japanese Text Simplification EMNLP 2022
Emotional Intensity Estimation based on Writer’s Personality IJCNLP 2022
Controllable Text Simplification with Deep Reinforcement Learning AACL 2022
Controllable Text Simplification with Deep Reinforcement Learning IJCNLP 2022
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
Emotional Intensity Estimation based on Writer’s Personality AACL 2022
Synchronous Syntactic Attention for Transformer Neural Machine Translation IJCNLP 2021
Hie-BART: Document Summarization with Hierarchical BART NAACL 2021
Synchronous Syntactic Attention for Transformer Neural Machine Translation ACL 2021
Supervised Visual Attention for Multimodal Neural Machine Translation COLING 2020
Transformer-based Approach for Predicting Chemical Compound Structures AACL 2020
Bilingual Subword Segmentation for Neural Machine Translation COLING 2020
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing IJCNLP 2019
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
Semantic Retrieval for the Accurate Identification of Relational Concepts in Massive Textbases COLING 2006
An Intelligent Search Engine and GUI-based Efficient MEDLINE Search Tool Based on Deep Syntactic Parsing COLING 2006
Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches 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
An Intelligent Search Engine and GUI-based Efficient MEDLINE Search Tool Based on Deep Syntactic Parsing ACL 2006
Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches COLING 2006
Lexicalized Grammar Acquisition EACL 2003
A Robust Retrieval Engine for Proximal and Structural Search NAACL 2003
Lenient Default Unification for Robust Processing within Unification Based Grammar Formalisms COLING 2002
An Indexing Scheme for Typed Feature Structures COLING 2002