Developed by Zhijing Jin (MPI & ETH) and Zhiheng Lyu (HKU).
Function We Provide: Matching two datasets to obtain semantically similar pairs of data (by SentenceBERT embedding)
- Code:
causalnlp/causal_effect_estimation/get_similar_text_pairs.py - How to Run:
- Step 1. Get the estimand
- Step 2. Statistical estimation of the estimand
Function We Provide: For each data sample, given text embedding text_emb and a set of features feats, we want to learn P(effect | text_emb, feats) by a neural network model.
- Code:
causalnlp/statistical_estimator/predict_by_neural_networks.py - How to Run: