Taichi Aida

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Metric Learning

Semantic Distance

Change Detection

Top Venues

EMNLP (Findings)

Publications

Taichi Aida, Danushka Bollegala
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection. CoRR (2024)
Taichi Aida, Danushka Bollegala
Investigating the Contextualised Word Embedding Dimensions Responsible for Contextual and Temporal Semantic Changes. CoRR (2024)
Taichi Aida, Danushka Bollegala
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection. ACL (Findings) (2024)
Zhidong Ling, Taichi Aida, Teruaki Oka, Mamoru Komachi
Construction of Evaluation Dataset for Japanese Lexical Semantic Change Detection. PACLIC (2023)
Taichi Aida, Danushka Bollegala
Swap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping. EMNLP (Findings) (2023)
Taichi Aida, Danushka Bollegala
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. ACL (Findings) (2023)
Taichi Aida, Danushka Bollegala
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. CoRR (2023)
Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala
A Word Sense Distribution-based approach for Semantic Change Prediction. EMNLP (Findings) (2023)
Taichi Aida, Danushka Bollegala
Swap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping. CoRR (2023)
Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala
Can Word Sense Distribution Detect Semantic Changes of Words? CoRR (2023)
Daisuke Suzuki, Yujin Takahashi, Ikumi Yamashita, Taichi Aida, Tosho Hirasawa, Michitaka Nakatsuji, Masato Mita, Mamoru Komachi
Construction of a Quality Estimation Dataset for Automatic Evaluation of Japanese Grammatical Error Correction. CoRR (2022)
Daisuke Suzuki, Yujin Takahashi, Ikumi Yamashita, Taichi Aida, Tosho Hirasawa, Michitaka Nakatsuji, Masato Mita, Mamoru Komachi
Construction of a Quality Estimation Dataset for Automatic Evaluation of Japanese Grammatical Error Correction. LREC (2022)
Kazuma Kobayashi, Taichi Aida, Mamoru Komachi
Analyzing Semantic Changes in Japanese Words Using BERT. PACLIC (2021)
Taichi Aida, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi
A Comprehensive Analysis of PMI-based Models for Measuring Semantic Differences. PACLIC (2021)
Seiichi Inoue, Taichi Aida, Mamoru Komachi, Manabu Asai
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings. ACL (student) (2021)
Taichi Aida, Kazuhide Yamamoto
Estimating Machine Translation Quality of Any Input Sentence. Int. J. Asian Lang. Process. 30 (1) (2020)
Taichi Aida, Kazuhide Yamamoto
Confidence Modeling for Neural Machine Translation. IALP (2019)