blei-lab / causal-text-embeddingsLinks
Software and data for "Using Text Embeddings for Causal Inference"
☆125Updated 4 years ago
Alternatives and similar repositories for causal-text-embeddings
Users that are interested in causal-text-embeddings are comparing it to the libraries listed below
Sorting:
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- Package for computing causal effects of text (as treatment)☆70Updated 3 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated last year
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Updated 4 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- ☆53Updated 5 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆56Updated 2 years ago
- ☆136Updated 4 years ago
- ☆53Updated 7 years ago
- Tutorial on computational models of language change☆115Updated 6 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- ☆103Updated 6 years ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆69Updated 2 years ago
- Experiments of ACL 2018 paper box embeddings☆32Updated 6 years ago
- Bayesian Skip-gram model☆47Updated 5 years ago
- Skip-gram word embeddings in hyperbolic space☆34Updated 6 years ago
- Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model☆151Updated last month
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 4 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 5 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆254Updated 4 years ago
- ☆87Updated 5 years ago
- Code for reproducing experiments in our ACL 2019 paper "Probing Neural Network Comprehension of Natural Language Arguments"☆53Updated 3 years ago
- Text classification models. Used a submodule for other projects.☆68Updated 6 years ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- ☆54Updated 3 years ago
- Replication code for "Neural Models for Documents with Metadata"☆105Updated 5 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆151Updated 6 months ago
- Python interface for https://github.com/dice-group/Palmetto☆39Updated 2 years ago
- WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clus…☆82Updated 6 years ago
- Repo for MCMC based Dynamic Topic Model☆16Updated 7 years ago