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

Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020
Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge ACML 2020
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019
Collaborative, Dynamic and Diversified User Profiling AAAI 2019
A framework for streamlined statistical prediction using topic models NAACL 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
CompareLDA: A Topic Model for Document Comparison AAAI 2019
AutoSense Model for Word Sense Induction AAAI 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019
Learning Topic Models by Neighborhood Aggregation IJCAI 2019
Topic-Aware Dialogue Speech Recognition with Transfer Learning INTERSPEECH 2019
Community Detection in Social Networks Considering Topic Correlations AAAI 2019
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space IJCNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
Variational Training for Large-Scale Noisy-OR Bayesian Networks UAI 2019
Precision-Recall Balanced Topic Modelling NIPS 2019
Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese ACL 2019
Subtopic-driven Multi-Document Summarization EMNLP 2019
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features EMNLP 2019
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ACL 2019