conftrace_

topic model

290 papers

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Co-occurring keywords

topic modeling (461) latent dirichlet allocation (171) variational inference (2069) bayesian inference (1907) gibbs sampling (201) word embedding (1764) document classification (202) hierarchical dirichlet process (49) topic coherence (57) probabilistic modeling (852)

Papers

CompareLDA: A Topic Model for Document Comparison AAAI 2019
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019
AutoSense Model for Word Sense Induction AAAI 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features EMNLP 2019
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP 2019
Precision-Recall Balanced Topic Modelling NIPS 2019
TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts AAAI 2019
Subtopic-driven Multi-Document Summarization EMNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
Authorless Topic Models: Biasing Models Away from Known Structure COLING 2018
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018
Siamese Network-Based Supervised Topic Modeling EMNLP 2018
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018
Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018
Neural Models for Documents with Metadata ACL 2018
Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention COLING 2018
Learning Determinantal Point Processes in Sublinear Time AISTATS 2018
In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics JMLR 2018
Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018
Deep Dirichlet Multinomial Regression NAACL 2018
Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation NAACL 2018
Overlapping Clustering Models, and One (class) SVM to Bind Them All NIPS 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018