topic model

Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021 Self-Supervised Neural Topic Modeling EMNLP 2021 TopicNet: Semantic Graph-Guided Topic Discovery NeurIPS 2021 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 Automatic Poetry Generation from Prosaic Text ACL 2020 Bidirectional Convolutional Poisson Gamma Dynamical Systems NeurIPS 2020 Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets EMNLP 2020 Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020 Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge ACML 2020 Estimation of a Low-rank Topic-Based Model for Information Cascades JMLR 2020 Explainable and Discourse Topic-aware Neural Language Understanding ICML 2020 Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework AAAI 2020 Friendly Topic Assistant for Transformer Based Abstractive Summarization EMNLP 2020 Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020 Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020 Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020 OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NeurIPS 2020 Prediction Focused Topic Models via Feature Selection AISTATS 2020 Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020 Recurrent Hierarchical Topic-Guided RNN for Language Generation ICML 2020 Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020 tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020 Topic Balancing with Additive Regularization of Topic Models ACL 2020