conftrace_

neural topic model

75 papers

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Also known as

NTM

Co-occurring keywords

topic modeling (461) topic coherence (57) variational autoencoder (1288) topic model (290) variational inference (2069) document representation (114) unsupervised learning (3264) neural network (6616) text representation (528) optimal transport (948)

Papers

Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network ICML 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling AAAI 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021
Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021
Topic-Guided Abstractive Multi-Document Summarization EMNLP 2021
Enriching and Controlling Global Semantics for Text Summarization EMNLP 2021
Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence NIPS 2021
Contrastive Learning for Neural Topic Model NIPS 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence IJCNLP 2021
Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020
TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020
Tree-Structured Neural Topic Model ACL 2020
Improving Neural Topic Models using Knowledge Distillation EMNLP 2020
Neural Topic Modeling with Cycle-Consistent Adversarial Training EMNLP 2020
Neural Topic Model with Attention for Supervised Learning AISTATS 2020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NIPS 2020
Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020
Neural Topic Model with Reinforcement Learning IJCNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions EMNLP 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
Structured Neural Topic Models for Reviews AISTATS 2019
Neural Models for Documents with Metadata ACL 2018