A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)
☆147Jul 29, 2025Updated 7 months ago
Alternatives and similar repositories for FASTopic
Users that are interested in FASTopic are comparing it to the libraries listed below
Sorting:
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆17Aug 23, 2024Updated last year
- Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)☆14May 24, 2024Updated last year
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆30Mar 6, 2024Updated 2 years ago
- Papers of Neural Topic Models (NTMs)☆93Jul 25, 2024Updated last year
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆46Mar 6, 2024Updated 2 years ago
- [ACL’24 Findings] Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives☆47Jul 9, 2025Updated 8 months ago
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Jul 30, 2019Updated 6 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Mar 6, 2024Updated 2 years ago
- Robust and fast topic models with sentence-transformers.☆95Updated this week
- ☆10Apr 7, 2024Updated last year
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Nov 6, 2023Updated 2 years ago
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆15Sep 6, 2022Updated 3 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆11Jul 14, 2020Updated 5 years ago
- [AAAI’24 Main] READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Vi…☆10Jan 24, 2025Updated last year
- Powerful topic model visualization in Python☆145Mar 19, 2025Updated last year
- ☆32Jul 10, 2023Updated 2 years ago
- TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)☆385Mar 15, 2025Updated last year
- Topic Model based on Pretrained Sentence Embeddings (with BERT)☆13Feb 8, 2023Updated 3 years ago
- Improved Embedded Topic Models in Hyperbolic Space☆16Mar 24, 2023Updated 2 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆799Feb 20, 2026Updated last month
- rmp data ranking☆13Nov 4, 2025Updated 4 months ago
- Preprint | Previously at GenBio ICML 2025☆19Aug 20, 2025Updated 7 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,266Jul 24, 2025Updated 7 months ago
- 🗺️ Data Cleaning and Textual Data Visualization 🗺️☆200May 23, 2025Updated 9 months ago
- NAACL'2021: Non-Parametric Few-Shot Learning for Word Sense Disambiguation☆10Jul 1, 2021Updated 4 years ago
- ☆23May 19, 2023Updated 2 years ago
- ICL backdoor attack☆17Nov 4, 2024Updated last year
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- DUNL - Neuron 2025☆24Jan 18, 2026Updated 2 months ago
- Source code for SIGIR 2022 paper.☆16Apr 25, 2022Updated 3 years ago
- Central repository for all public AIDA resources☆13Mar 1, 2021Updated 5 years ago
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Oct 27, 2021Updated 4 years ago
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆187Jan 31, 2024Updated 2 years ago
- Code for ACL paper "Zero-Shot Text Classification via Self-Supervised Tuning"☆28Sep 25, 2023Updated 2 years ago
- Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)☆14Aug 6, 2022Updated 3 years ago
- Incremental learning of word embeddings with context informativeness.☆94Jul 6, 2023Updated 2 years ago
- Topic Modeling in Embedding Spaces☆561Oct 3, 2023Updated 2 years ago
- The implementation for "Open Relation Modeling: Learning to Define Relations between Entities" (Findings of ACL '22)☆12Feb 28, 2022Updated 4 years ago
- ☆13Aug 6, 2019Updated 6 years ago