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Topic Modeling

119 directly classified papers

Papers per year

Papers

COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020
I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020
TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020
AutoSense Model for Word Sense Induction AAAI 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
CompareLDA: A Topic Model for Document Comparison AAAI 2019
Translating with Bilingual Topic Knowledge for Neural Machine Translation AAAI 2019
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019
Leveraging Meta Information in Short Text Aggregation ACL 2019
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ACL 2019
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019
Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery EMNLP 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019
Precision-Recall Balanced Topic Modelling NIPS 2019
Latent Dirichlet Allocation for Internet Price War AAAI 2019
Collaborative, Dynamic and Diversified User Profiling AAAI 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability IJCNLP 2019
Scalable Generalized Dynamic Topic Models AISTATS 2018
Topic Memory Networks for Short Text Classification EMNLP 2018
Siamese Network-Based Supervised Topic Modeling EMNLP 2018