rpryzant / causal-text
Package for computing causal effects of text (as treatment)
☆70Updated 2 years ago
Alternatives and similar repositories for causal-text:
Users that are interested in causal-text are comparing it to the libraries listed below
- Tensorflow 2 implementation of Causal-BERT☆70Updated last year
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 5 months ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆68Updated 2 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆123Updated 4 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆82Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆144Updated 7 months ago
- ☆15Updated 7 years ago
- ☆41Updated 4 years ago
- A set of media framing annotations, along with scripts for obtaining the corresponding news articles☆49Updated 5 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- Additional material for the paper "MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction"☆53Updated 2 years ago
- Text-Based Ideal Points☆43Updated last year
- The COVID-19 Real World Worry Datasets☆27Updated 3 years ago
- ☆132Updated 3 years ago
- ☆54Updated 3 years ago
- Code for "Dynamic Contextualized Word Embeddings"☆30Updated 3 years ago
- The page lists recent research developments in the area of Stance Learning.☆53Updated last year
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment☆21Updated 2 years ago
- Contextualised Word Representations for Lexical Semantic Change Analysis☆31Updated 4 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆74Updated 3 years ago
- Dynamic Word Embeddings for Evolving Semantic Discovery code.☆71Updated last year
- ☆53Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆169Updated 3 years ago
- Tutorial on computational models of language change☆114Updated 5 years ago
- ☆52Updated 10 months ago
- Learning Gender-Neutral Word Embeddings☆46Updated 5 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆11Updated 2 years ago
- A novel dataset containing over 15 Million COVID-19 vaccine-related tweets and 15 Thousand labeled tweet for vaccine misinformation detec…☆28Updated 4 months ago
- Compass-aligned Distributional Embeddings. Align embeddings from different corpora☆39Updated 2 years ago