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neural topic modeling

10 papers

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NTM

Co-occurring keywords · papers mentioning both

neural topic model (2) pre-trained language model (2) variational autoencoder (2) topic coherence (2) topic modeling (2) attention mechanism (2) representation learning (2) topic attention (1) document network (1) argument summarisation (1)

Papers

Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks COLING 2024 Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation ACL 2023 SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023 vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023 Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal AACL 2022 Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021 Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021 TAN-NTM: Topic Attention Networks for Neural Topic Modeling ACL 2021 Neural Topic Modeling with Continual Lifelong Learning ICML 2020 Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder EMNLP 2020