Taichi Aida
10 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Academic Marathon (5)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Century Club
(10)
β
The Questioner
Conferences
ACL (3)
EMNLP (3)
COLING (2)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
word embedding
(7)
semantic change detection
(6)
representation learning
(4)
document classification
(2)
lexical semantics
(2)
contextual embedding
(2)
embedding space
(1)
principal component analysis
(1)
metric learning
(1)
topic modeling
(1)
masked language model
(1)
semantic shift
(1)
distance metric learning
(1)
similarity matrix
(1)
independent component analysis
(1)
topic model
(1)
latent representation
(1)
word sense disambiguation
(1)
semantic similarity
(1)
distributional semantics
(1)
Papers
Statistical Semantic Change Detection via Usage Similarities
EACL 2026
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
EMNLP 2025
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes
COLING 2025
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices
COLING 2025
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection
ACL 2024
Can Word Sense Distribution Detect Semantic Changes of Words?
EMNLP 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings
ACL 2023
Swap and Predict β Predicting the Semantic Changes in Words across Corpora by Context Swapping
EMNLP 2023
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings
IJCNLP 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings
ACL 2021