Frank Drewes
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
🏆
Keyword Champion
(2)
Conferences
EMNLP (2)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
dynamic topic modeling
(2)
document embedding
(2)
embedding clustering
(2)
pretrained language model
(2)
language understanding
(1)
human computation
(1)
document clustering
(1)
human-computer interaction
(1)
visual-semantic embedding
(1)
neural topic model
(1)
semantic relation
(1)
probing task
(1)
inference engine
(1)
topic evolution
(1)
neural network
(1)
neural topic modeling
(1)
linguistic properties
(1)
cluster interpretation
(1)
cluster precision
(1)
survey-based evaluation
(1)
Papers
CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration
EMNLP 2024
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal
AACL 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal
IJCNLP 2022
Bridging Perception, Memory, and Inference through Semantic Relations
EMNLP 2021
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case
COLING 2020