Implementation of topic models based on neural network approaches.
☆435Sep 27, 2023Updated 2 years ago
Alternatives and similar repositories for Neural_Topic_Models
Users that are interested in Neural_Topic_Models are comparing it to the libraries listed below
Sorting:
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Oct 23, 2019Updated 6 years ago
- Topic Modeling in Embedding Spaces☆561Oct 3, 2023Updated 2 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆32Nov 11, 2020Updated 5 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆797Feb 20, 2026Updated last week
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Dec 9, 2018Updated 7 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,265Jul 24, 2025Updated 7 months ago
- neural variational document model☆131Oct 31, 2017Updated 8 years ago
- Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)☆24Jun 21, 2020Updated 5 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Jun 22, 2019Updated 6 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆255Apr 19, 2021Updated 4 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Mar 6, 2024Updated last year
- Repo for Topic-Guided Abstractive Text Summarization☆13Aug 14, 2022Updated 3 years ago
- Replication code for "Neural Models for Documents with Metadata"☆107Apr 14, 2020Updated 5 years ago
- Implementation of EMNLP2020 accepted paper: "TopicBERT: Topic-aware BERT for Efficient Document Classification"☆43Nov 15, 2020Updated 5 years ago
- Short Text Topic Modeling, JAVA☆160May 24, 2020Updated 5 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Feb 20, 2023Updated 3 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Oct 1, 2019Updated 6 years ago
- Short Text Topic Modeling☆65Jul 17, 2018Updated 7 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆179Apr 19, 2017Updated 8 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Feb 10, 2022Updated 4 years ago
- Model for learning document embeddings along with their uncertainties☆36Nov 27, 2023Updated 2 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Aug 23, 2022Updated 3 years ago
- Papers of Neural Topic Models (NTMs)☆91Jul 25, 2024Updated last year
- PyTorch implementation of AVITM☆159Jul 14, 2018Updated 7 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆153Aug 5, 2019Updated 6 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆96Sep 6, 2023Updated 2 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- ETM的代码注解☆15Mar 17, 2020Updated 5 years ago
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆7,412Feb 20, 2026Updated last week
- BTM实现代码☆101Aug 8, 2022Updated 3 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆142Feb 15, 2023Updated 3 years ago
- Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx☆640Mar 22, 2021Updated 4 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆58Feb 14, 2021Updated 5 years ago
- ☆17Jan 19, 2022Updated 4 years ago
- KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation☆495May 8, 2023Updated 2 years ago
- ☆35May 31, 2019Updated 6 years ago
- Code for EMNLP-2018 paper "Variational Autoregressive Decoder for Neural Response Generation"☆16Oct 11, 2019Updated 6 years ago
- ☆448Oct 26, 2022Updated 3 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Aug 17, 2021Updated 4 years ago