amaiya / causalnlp
CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
☆140Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for causalnlp
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆82Updated 2 years ago
- Tensorflow 2 implementation of Causal-BERT☆70Updated last year
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 3 months ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 2 years ago
- Package for computing causal effects of text (as treatment)☆69Updated 2 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆60Updated 9 months ago
- https://arxiv.org/pdf/1909.04054☆77Updated 2 years ago
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆97Updated 2 years ago
- A Causal Relation Schema for Text☆43Updated 2 weeks ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆91Updated last year
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆201Updated 2 years ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆34Updated last year
- ☆85Updated 2 years ago
- ☆95Updated 2 years ago
- A python package to enrich Twitter Data☆74Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- ☆131Updated 3 years ago
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆168Updated 3 years ago
- ☆50Updated 8 months ago
- Code for "Dynamic Contextualized Word Embeddings"☆29Updated 2 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Updated 4 years ago
- ☆54Updated 2 years ago
- Model zoo for topic models, neural topic models, contextual embeddings for topic models ...☆41Updated 2 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆85Updated 2 years ago
- ☆43Updated 5 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- ☆120Updated 4 years ago
- ☆38Updated last year