topic coherence

Contrastive Learning for Neural Topic Model NeurIPS 2021 Evaluation of Thematic Coherence in Microblogs ACL 2021 Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021 Self-Supervised Neural Topic Modeling EMNLP 2021 Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence EMNLP 2021 CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020 Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge ACML 2020 Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020 Improving Neural Topic Models using Knowledge Distillation EMNLP 2020 Neural Topic Modeling with Continual Lifelong Learning ICML 2020 Prediction Focused Topic Models via Feature Selection AISTATS 2020 What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020 A new evaluation framework for topic modeling algorithms based on synthetic corpora AISTATS 2019 Automatic Evaluation of Local Topic Quality ACL 2019 Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR ICLR 2019 Topic Modeling with Wasserstein Autoencoders ACL 2019 Coherence-Aware Neural Topic Modeling EMNLP 2018 In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics JMLR 2018 Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018 Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation NAACL 2018 Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018 Readitopics: Make Your Topic Models Readable via Labeling and Browsing IJCAI 2018