conftrace_

topic model

290 papers

Explore in graph

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

BART-TL: Weakly-Supervised Topic Label Generation EACL 2021
Inductive Topic Variational Graph Auto-Encoder for Text Classification NAACL 2021
Finding k in Latent $k-$ polytope ICML 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection IJCNLP 2021
A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ACL 2021
Evaluation of Thematic Coherence in Microblogs IJCNLP 2021
Recurrent Hierarchical Topic-Guided RNN for Language Generation ICML 2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NIPS 2020
Bidirectional Convolutional Poisson Gamma Dynamical Systems NIPS 2020
Estimation of a Low-rank Topic-Based Model for Information Cascades JMLR 2020
Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020
Prediction Focused Topic Models via Feature Selection AISTATS 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020
Friendly Topic Assistant for Transformer Based Abstractive Summarization EMNLP 2020
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020
Tree-Structured Neural Topic Model ACL 2020
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020
Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework AAAI 2020
Automatic Poetry Generation from Prosaic Text ACL 2020
Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020