BobXWu / FASTopic
A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)
☆77Updated last week
Alternatives and similar repositories for FASTopic:
Users that are interested in FASTopic are comparing it to the libraries listed below
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆225Updated 2 weeks ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆35Updated 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)☆72Updated 7 months ago
- Robust and fast topic models with sentence-transformers.☆44Updated 2 weeks ago
- ☆52Updated last year
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- ☆70Updated 5 months ago
- ☆34Updated last week
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- TopicGPT allows to integrate the benefits of LLMs into Topic Modelling☆82Updated 8 months ago
- TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)☆265Updated last month
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆26Updated last year
- HDBSCAN Tuning for BERTopic Models☆44Updated last year
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- ☆38Updated 2 months ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆87Updated 3 years ago
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆40Updated last year
- Powerful topic model visualization in Python☆113Updated 2 weeks ago
- TopicGPT allows to integrate the benefits of LLMs into Topic Modelling☆22Updated 8 months ago
- Dataset used to evaluate Skill Extraction systems based on the ESCO skills taxonomy.☆13Updated 7 months ago
- A BERT-based application for reusable text classification at scale☆38Updated last year
- Creating class-based TF-IDF matrices☆82Updated 2 years ago
- ☆31Updated 5 months ago
- ☆158Updated 8 months ago
- A Corpus of 475,000 Industrial Occupations☆66Updated 4 years ago
- [WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding☆50Updated 4 years ago
- Concept Modeling: Topic Modeling on Images and Text☆203Updated 4 months ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆146Updated last month
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆74Updated last year