Taichi Aida
9 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π Keyword Champion (6)
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Research topics
Machine Learning
(9)
Core Methods
(7)
Natural Language Processing
(4)
Learning Types
(4)
Interdisciplinary
(3)
Linguistics
(3)
Resources & Methods
(3)
Understanding
(3)
Artificial Intelligence
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Keywords
word embedding
(6)
semantic change detection
(6)
representation learning
(4)
lexical semantics
(2)
contextual embedding
(2)
embedding space
(1)
principal component analysis
(1)
metric learning
(1)
masked language model
(1)
independent component analysis
(1)
document classification
(1)
distance metric learning
(1)
similarity matrix
(1)
distributional semantics
(1)
semantic shift
(1)
word sense disambiguation
(1)
topic model
(1)
divergence measure
(1)
semantic similarity
(1)
unsupervised clustering
(1)
Papers
Statistical Semantic Change Detection via Usage Similarities
EACL 2026
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices
COLING 2025
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes
COLING 2025
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
EMNLP 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
Swap and Predict β Predicting the Semantic Changes in Words across Corpora by Context Swapping
EMNLP 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings
ACL 2023
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings
ACL 2021