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Topic Modeling

150 papers

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Papers

I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020 Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020 Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020 Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020 TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020 Topic Balancing with Additive Regularization of Topic Models ACL 2020 Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling EMNLP 2020 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020 A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019 AutoSense Model for Word Sense Induction AAAI 2019 Collaborative, Dynamic and Diversified User Profiling AAAI 2019 CompareLDA: A Topic Model for Document Comparison AAAI 2019 Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019 Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019 Latent Dirichlet Allocation for Internet Price War AAAI 2019 Leveraging Meta Information in Short Text Aggregation ACL 2019 Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery EMNLP 2019 PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP 2019 Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019 Precision-Recall Balanced Topic Modelling NeurIPS 2019 Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019 Topic Modeling with Wasserstein Autoencoders ACL 2019 Translating with Bilingual Topic Knowledge for Neural Machine Translation AAAI 2019