conftrace_

topic coherence

57 papers

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Co-occurring keywords

topic model (290) neural topic model (75) topic modeling (461) variational autoencoder (1288) latent dirichlet allocation (171) word embedding (1764) document embedding (93) sentence embedding (502) reinforcement learning (4352) evaluation metric (573)

Papers

Evaluation of Thematic Coherence in Microblogs ACL 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
Adaptive Mixed Component LDA for Low Resource Topic Modeling EACL 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence EMNLP 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge ACML 2020
Improving Neural Topic Models using Knowledge Distillation EMNLP 2020
Prediction Focused Topic Models via Feature Selection AISTATS 2020
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
Neural Topic Modeling with Continual Lifelong Learning ICML 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
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
Neural Topic Model with Reinforcement Learning IJCNLP 2019
Automatic Evaluation of Local Topic Quality ACL 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features IJCNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018
Coherence-Aware Neural Topic Modeling EMNLP 2018
Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation NAACL 2018
In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics JMLR 2018
Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018