BobXWu / Multiterm-Topic-Model
Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)
☆23Updated 5 years ago
Alternatives and similar repositories for Multiterm-Topic-Model:
Users that are interested in Multiterm-Topic-Model are comparing it to the libraries listed below
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆26Updated last year
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated last year
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated last year
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆14Updated 2 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆40Updated last year
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆15Updated 6 months ago
- Papers of Neural Topic Models (NTMs)☆73Updated 7 months ago
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆229Updated this week
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 4 years ago
- Implementation of Dynamic Embedding Topic Modeling on arxiv.org articles☆21Updated 2 years ago
- ☆15Updated 3 years ago
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆80Updated 2 weeks ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- ☆133Updated 4 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 6 years ago
- Python interface for https://github.com/dice-group/Palmetto☆39Updated 2 years ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆35Updated last year
- A novel dataset containing over 15 Million COVID-19 vaccine-related tweets and 15 Thousand labeled tweet for vaccine misinformation detec…☆28Updated 6 months ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Short Text Topic Modeling☆65Updated 6 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- ☆17Updated 3 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Updated 5 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 5 years ago
- Dynamic Word Embeddings for Evolving Semantic Discovery code.☆73Updated 2 years ago
- TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)☆75Updated 4 years ago
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Updated 3 years ago