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Dynamic Topic Modeling
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Visualizing Temporal Topic Embeddings with a Compass
Historia Magistra Vitae: Dynamic Topic Modeling of Roman Literature using Neural Embeddings
Exploring Public Attention in the Circular Economy through Topic Modelling with Twin Hyperparameter Optimisation
CFTM: Continuous time fractional topic model
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics
Jointly Dynamic Topic Model for Recognition of Lead-lag Relationship in Two Text Corpora
Recurrent Coupled Topic Modeling over Sequential Documents
Adapting CRISP-DM for Idea Mining: A Data Mining Process for Generating Ideas Using a Textual Dataset
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition
Mixed Membership Recurrent Neural Networks
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Learning Methods for Dynamic Topic Modeling in Automated Behaviour Analysis
Scalable Dynamic Topic Modeling with Clustered Latent Dirichlet Allocation (CLDA)
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach
Bayesian Analysis of Dynamic Linear Topic Models
Complex Politics: A Quantitative Semantic and Topological Analysis of UK House of Commons Debates
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions
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