← Authors

Tomoyuki Kajiwara

65 papers · 2015–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) πŸƒ Academic Marathon (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (79) 🌍 Conference Polyglot (7) πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (17) 🧬 Topic Evolution 🀝 Dynamic Duo (24) πŸ—ƒοΈ Keyword Collector (237) ❓ The Questioner ⚑ Prolific Year (12) πŸš€ Conference Pioneer πŸ’Ž Century Club (64) πŸ”₯ Unstoppable (11) πŸ“ˆ Trend Setter

Conferences

EMNLP (17) ACL (15) COLING (10) NAACL (9) IJCNLP (8) AACL (4) AAAI (1) EACL (1)

Top co-authors

Yuki Arase (24) Takashi Ninomiya (22) Mamoru Komachi (12) Hajime Nagahara (6) Yuta Nakashima (5) Sora Ohashi (5) Chenhui Chu (5) Satoru Uchida (5) Risa Kondo (4) Koki Horiguchi (4)

Research topics

Education (2) Natural Language Processing (1)

Keywords

text simplification (17) machine translation (9) text generation (7) semantic similarity (7) quality estimation (6) text classification (5) parallel corpus (5) neural machine translation (5) paraphrase generation (5) sentiment analysis (4) lexically constrained decoding (4) japanese language (4) constrained decoding (3) sentence embedding (3) word alignment (3) pre-trained language model (3) transfer learning (3) unsupervised learning (3) representation learning (3) controllable generation (3)

Papers

Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026
Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 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
Text Normalization for Sentiment Analysis in Japanese Social Media NAACL 2025
Unsupervised Sentence Readability Estimation Based on Parallel Corpora for Text Simplification ACL 2025
EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025
Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025
Edit-Constrained Decoding for Sentence Simplification EMNLP 2024
Semi-automatic Construction of a Word Complexity Lexicon for Japanese Medical Terminology NAACL 2024
Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation NAACL 2024
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
Automatic Decomposition of Text Editing Examples into Primitive Edit Operations: Toward Analytic Evaluation of Editing Systems COLING 2024
Controllable Paraphrase Generation for Semantic and Lexical Similarities COLING 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
Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding EMNLP 2023
Multimodal Neural Machine Translation Using Synthetic Images Transformed by Latent Diffusion Model ACL 2023
Why is sentence similarity benchmark not predictive of application-oriented task performance? AACL 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
Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification EMNLP 2022
JADES: New Text Simplification Dataset in Japanese Targeted at Non-Native Speakers EMNLP 2022
Controllable Text Simplification with Deep Reinforcement Learning IJCNLP 2022
Emotional Intensity Estimation based on Writer’s Personality IJCNLP 2022
CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022
Controllable Text Simplification with Deep Reinforcement Learning AACL 2022
Parallel Corpus Filtering for Japanese Text Simplification EMNLP 2022
Emotional Intensity Estimation based on Writer’s Personality AACL 2022
TMEKU System for the WAT2021 Multimodal Translation Task IJCNLP 2021
Definition Modelling for Appropriate Specificity EMNLP 2021
Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation EMNLP 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021
DIRECT: Direct and Indirect Responses in Conversational Text Corpus EMNLP 2021
Distinct Label Representations for Few-Shot Text Classification ACL 2021
Edit Distance Based Curriculum Learning for Paraphrase Generation ACL 2021
TMEKU System for the WAT2021 Multimodal Translation Task ACL 2021
Edit Distance Based Curriculum Learning for Paraphrase Generation IJCNLP 2021
WRIME: A New Dataset for Emotional Intensity Estimation with Subjective and Objective Annotations NAACL 2021
Distinct Label Representations for Few-Shot Text Classification IJCNLP 2021
Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation AAAI 2020
Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity AACL 2020
Text Classification with Negative Supervision ACL 2020
Tiny Word Embeddings Using Globally Informed Reconstruction COLING 2020
SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction COLING 2020
TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020
IDSOU at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets EMNLP 2020
Contextualized context2vec EMNLP 2019
Controllable Text Simplification with Lexical Constraint Loss ACL 2019
Negative Lexically Constrained Decoding for Paraphrase Generation ACL 2019
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation EMNLP 2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations NAACL 2018
Complex Word Identification Based on Frequency in a Learner Corpus NAACL 2018
TMU System for SLAM-2018 NAACL 2018
Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification IJCNLP 2017
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting IJCNLP 2017
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation Systems ACL 2017
Controlled and Balanced Dataset for Japanese Lexical Simplification ACL 2016
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings COLING 2016
Evaluation Dataset and System for Japanese Lexical Simplification IJCNLP 2015
Evaluation Dataset and System for Japanese Lexical Simplification ACL 2015