Anton Eklund
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Natural Language Processing
(3)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Applications · Natural Language Processing
(2)
Generation
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
dimensionality reduction
(1)
representation learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
topic modeling
(1)
human computation
(1)
dimension reduction
(1)
document clustering
(1)
human-computer interaction
(1)
language model
(1)
text embedding
(1)
pre-trained language model
(1)
document embedding
(1)
bert embedding
(1)
dynamic topic modeling
(1)
language model embedding
(1)
embedding clustering
(1)
neural topic modeling
(1)
cluster interpretation
(1)
cluster precision
(1)
Papers
CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration
EMNLP 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations
COLING 2024
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal
AACL 2022
Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset
EMNLP 2022