rpryzant / causal-textLinks
Package for computing causal effects of text (as treatment)
☆70Updated 3 years ago
Alternatives and similar repositories for causal-text
Users that are interested in causal-text are comparing it to the libraries listed below
Sorting:
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 11 months ago
- Software and data for "Using Text Embeddings for Causal Inference"☆125Updated 4 years ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆68Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆147Updated 4 months ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 5 years ago
- Code for "Dynamic Contextualized Word Embeddings"☆31Updated 3 years ago
- ☆136Updated 4 years ago
- ☆42Updated 5 years ago
- Additional material for the paper "MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction"☆54Updated 2 years ago
- A set of media framing annotations, along with scripts for obtaining the corresponding news articles☆52Updated 6 years ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- Tutorial on computational models of language change☆115Updated 5 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆11Updated 2 years ago
- Contextualised Word Representations for Lexical Semantic Change Analysis☆31Updated 4 years ago
- Text-Based Ideal Points☆44Updated 2 years ago
- ☆15Updated 8 years ago
- Code for the paper "Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora", ACL 2020.☆18Updated 4 years ago
- ☆53Updated 5 years ago
- ☆54Updated 3 years ago
- Dynamic Word Embeddings for Evolving Semantic Discovery code.☆74Updated 2 years ago
- Flexible calculation of moral foundation scores from textual input data based on word embedding methods.☆45Updated 2 years ago
- Scripts to fit and explore word embedding models augmented with political metadata.☆25Updated 11 months ago
- The COVID-19 Real World Worry Datasets☆27Updated 3 years ago
- Quick implementation of Monroe et al.'s algorithm for comparing languages☆53Updated 5 years ago
- Project Discourse Quality for political deliberations online.☆9Updated 4 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Updated 4 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆78Updated 3 years ago
- ☆26Updated 2 years ago