hamedR96 / ANTMLinks
Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.
☆37Updated 2 years ago
Alternatives and similar repositories for ANTM
Users that are interested in ANTM are comparing it to the libraries listed below
Sorting:
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆96Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆156Updated last year
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆84Updated 2 years ago
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆284Updated 3 months ago
- A collection of topic diversity measures for topic modeling☆48Updated 4 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Updated 4 years ago
- Model zoo for topic models, neural topic models, contextual embeddings for topic models ...☆45Updated 3 years ago
- ☆53Updated last year
- Data and models for the SciFact verification task.☆248Updated 2 years ago
- [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweeban…☆105Updated 2 years ago
- ☆19Updated 2 years ago
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆142Updated 6 months ago
- ☆139Updated 5 years ago
- ☆16Updated 4 years ago
- potato: portable text annotation tool☆364Updated this week
- covid-19 rumor☆43Updated 4 years ago
- A Framework for Textual Entailment based Zero Shot text classification☆153Updated last year
- ✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)☆103Updated 3 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆795Updated 3 weeks ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 6 years ago
- Papers of Neural Topic Models (NTMs)☆91Updated last year
- TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)☆379Updated 10 months ago
- Code for "Dynamic Contextualized Word Embeddings"☆32Updated 4 years ago
- ☆80Updated last year
- HDBSCAN Tuning for BERTopic Models☆51Updated 2 years ago
- Code, data, and models for "POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection"☆39Updated last year
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Updated 2 years ago
- https://arxiv.org/pdf/1909.04054☆78Updated 3 years ago