Mona Forsman
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
EMNLP (2)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
topic modeling
(2)
embedding clustering
(2)
document embedding
(2)
dynamic topic modeling
(2)
pretrained language model
(2)
dimension reduction
(1)
document clustering
(1)
human-computer interaction
(1)
language model
(1)
text embedding
(1)
neural topic model
(1)
bert embedding
(1)
topic evolution
(1)
language model embedding
(1)
neural topic modeling
(1)
cluster interpretation
(1)
cluster precision
(1)
survey-based evaluation
(1)
dynamic topic
(1)
news story discovery
(1)
Papers
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations
COLING 2024
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
Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset
EMNLP 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal
IJCNLP 2022