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☆71Updated last year
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 9 months ago
- Software and data for "Using Text Embeddings for Causal Inference"☆124Updated 4 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆90Updated 3 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.☆146Updated 2 months ago
- ☆53Updated 5 years ago
- ☆133Updated 4 years ago
- ☆41Updated 5 years ago
- Additional material for the paper "MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction"☆54Updated 2 years ago
- Code for "Dynamic Contextualized Word Embeddings"☆31Updated 3 years ago
- ☆15Updated 7 years ago
- Text-Based Ideal Points☆44Updated 2 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆11Updated 2 years ago
- A set of media framing annotations, along with scripts for obtaining the corresponding news articles☆51Updated 5 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- For our EMNLP 2020 paper “Are ‘Undocumented Workers’ the Same as ‘Illegal Aliens’? Disentangling Denotation and Connotation in Vector Spa…☆11Updated 4 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
- Scripts to fit and explore word embedding models augmented with political metadata.☆23Updated 9 months ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- Tutorial on computational models of language change☆115Updated 5 years ago
- ☆26Updated 2 years ago
- Project Discourse Quality for political deliberations online.☆9Updated 4 years ago
- replication of Word Embedding Association Test(WEAT), which is suggested in Semantics derived automatically from language corpora necess…☆30Updated 6 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆82Updated last year
- ☆17Updated 3 years ago
- The COVID-19 Real World Worry Datasets☆27Updated 3 years ago
- Flexible calculation of moral foundation scores from textual input data based on word embedding methods.☆45Updated 2 years ago
- Summer/ winter schools, workshops and conferences in computational social science 🫂☆40Updated this week
- Contextualised Word Representations for Lexical Semantic Change Analysis☆31Updated 4 years ago