BobXWu / CNPMI
Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.
☆14Updated 2 years ago
Alternatives and similar repositories for CNPMI:
Users that are interested in CNPMI are comparing it to the libraries listed below
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated last year
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆42Updated last year
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆28Updated last year
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated last year
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 5 years ago
- Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)☆12Updated 10 months ago
- Papers of Neural Topic Models (NTMs)☆75Updated 8 months ago
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆16Updated 7 months ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆238Updated this week
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Updated last year
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆91Updated last month
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Flexible calculation of moral foundation scores from textual input data based on word embedding methods.☆44Updated 2 years ago
- Implementation of Dynamic Embedding Topic Modeling on arxiv.org articles☆20Updated 2 years ago
- A Python implementation for Structural Topic Modeling☆41Updated 2 years ago
- replication of Word Embedding Association Test(WEAT), which is suggested in Semantics derived automatically from language corpora necess…☆30Updated 6 years ago
- ☆15Updated 3 years ago
- ☆18Updated last year
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆756Updated 8 months ago
- Multimodal and multilingual topic model with pretrained embeddings☆12Updated 2 years ago
- Topic Modeling in Embedding Spaces☆554Updated last year
- ☆15Updated 3 years ago
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- ☆133Updated 4 years ago
- ☆110Updated 3 years ago
- ☆17Updated 3 years ago
- ☆53Updated last year
- ☆11Updated 2 years ago