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 last year
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.☆154Updated 8 months ago
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆271Updated 5 months ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Updated 3 years ago
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆82Updated last year
- ☆53Updated last year
- [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweeban…☆105Updated last year
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆125Updated 2 months ago
- A collection of topic diversity measures for topic modeling☆47Updated 4 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- Model zoo for topic models, neural topic models, contextual embeddings for topic models ...☆45Updated 2 years ago
- Papers of Neural Topic Models (NTMs)☆89Updated last year
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆29Updated last year
- A Framework for Textual Entailment based Zero Shot text classification☆152Updated last year
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- ☆79Updated last year
- ✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)☆98Updated 3 years ago
- ☆18Updated last year
- Code for "Dynamic Contextualized Word Embeddings"☆32Updated 3 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Updated last year
- covid-19 rumor☆41Updated 4 years ago
- Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings (EMNLP 2022 paper)☆71Updated 2 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 6 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 3 years ago
- potato: portable text annotation tool☆352Updated 2 weeks ago
- ☆138Updated 4 years ago
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆17Updated last year
- This repository provides details and links to the ACL anthology corpus/collection including .bib, .pdf and grobid extractions of the pdfs☆184Updated last year
- Dataset and code for "Explainable Automated Fact-Checking for Public Health Claims" from EMNLP 2020.☆60Updated 4 years ago