Confidence Modeling for Neural Machine Translation. - Taichi Aida; Kazuhide Yamamoto (IALP, 2019)

Estimating Machine Translation Quality of Any Input Sentence. - Taichi Aida; Kazuhide Yamamoto (Int. J. Asian Lang. Process., 2020)

Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings. - Seiichi Inoue; Taichi Aida; Mamoru Komachi; Manabu Asai (ACL (student), 2021)

A Comprehensive Analysis of PMI-based Models for Measuring Semantic Differences. - Taichi Aida; Mamoru Komachi; Toshinobu Ogiso; Hiroya Takamura; Daichi Mochihashi (PACLIC, 2021)

Analyzing Semantic Changes in Japanese Words Using BERT. - Kazuma Kobayashi; Taichi Aida; Mamoru Komachi (PACLIC, 2021)

Construction of a Quality Estimation Dataset for Automatic Evaluation of Japanese Grammatical Error Correction. - Daisuke Suzuki; Yujin Takahashi; Ikumi Yamashita; Taichi Aida; Tosho Hirasawa; Michitaka Nakatsuji; Masato Mita; Mamoru Komachi (LREC, 2022)

Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. - Taichi Aida; Danushka Bollegala (ACL (Findings), 2023)

Swap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping. - Taichi Aida; Danushka Bollegala (EMNLP (Findings), 2023)

A Word Sense Distribution-based approach for Semantic Change Prediction. - Xiaohang Tang; Yi Zhou 019; Taichi Aida; Procheta Sen; Danushka Bollegala (EMNLP (Findings), 2023)

Construction of Evaluation Dataset for Japanese Lexical Semantic Change Detection. - Zhidong Ling; Taichi Aida; Teruaki Oka; Mamoru Komachi (PACLIC, 2023)

Can Word Sense Distribution Detect Semantic Changes of Words? - Xiaohang Tang; Yi Zhou 019; Taichi Aida; Procheta Sen; Danushka Bollegala (CoRR, 2023)

A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection. - Taichi Aida; Danushka Bollegala (ACL (Findings), 2024)

Investigating the Contextualised Word Embedding Dimensions Responsible for Contextual and Temporal Semantic Changes. - Taichi Aida; Danushka Bollegala (CoRR, 2024)

Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes. - Taichi Aida; Danushka Bollegala (COLING, 2025)

Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices. - Hajime Kiyama; Taichi Aida; Mamoru Komachi; Toshinobu Ogiso; Hiroya Takamura; Daichi Mochihashi (COLING, 2025)