bobxwu / TraCoLinks
Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)
☆12Updated last year
Alternatives and similar repositories for TraCo
Users that are interested in TraCo are comparing it to the libraries listed below
Sorting:
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆43Updated last year
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆29Updated last year
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated last year
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated last year
- Papers of Neural Topic Models (NTMs)☆80Updated 11 months ago
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆16Updated 10 months ago
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆14Updated 2 years ago
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 5 years 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)☆254Updated 2 months ago
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆107Updated 2 weeks ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Updated last year
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 4 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Updated 3 years ago
- ☆17Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- ☆18Updated last year
- Implementation of Dynamic Embedding Topic Modeling on arxiv.org articles☆20Updated 3 years ago
- ☆136Updated 4 years ago
- The code for the paper "BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts"☆22Updated last year
- Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022☆10Updated last year
- 🚨 Rumor, Fake News, Misinformation Papers☆47Updated 3 years ago
- ☆53Updated last year
- implementation of "BotPercent: Estimating Bot Populations in Twitter Communities" at EMNLP 2023, findings☆21Updated 2 years ago
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆77Updated last year
- A collection of topic diversity measures for topic modeling☆46Updated 3 years ago
- A comprehensive benchmark for Twitter bot detection. CIKM 2021.☆55Updated 2 years ago