Software and data for "Using Text Embeddings for Causal Inference"
☆126Sep 23, 2020Updated 5 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☆74Nov 5, 2023Updated 2 years ago
- Package for computing causal effects of text (as treatment)☆75May 3, 2022Updated 3 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆93Jan 25, 2022Updated 4 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Sep 23, 2020Updated 5 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆67Jun 16, 2022Updated 3 years ago
- Curated research at the intersection of causal inference and natural language processing.☆815Feb 1, 2024Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆158Feb 6, 2025Updated last year
- Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, D…☆11Feb 14, 2023Updated 3 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆57Feb 24, 2023Updated 3 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Jul 25, 2024Updated last year
- ☆23Dec 19, 2022Updated 3 years ago
- Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"☆29Jun 15, 2020Updated 5 years ago
- Causal Relation Extraction and Identification using Conditional Random Fields☆28Jul 27, 2019Updated 6 years ago
- Interpretable Models for NLP using PyTorch☆18Jan 22, 2018Updated 8 years ago
- ☆290Apr 3, 2022Updated 3 years ago
- Code accompanying ICML 2021 paper "Few-shot Language Coordination by Modeling Theory of Mind"☆19May 18, 2022Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 5 months ago
- ☆21Sep 17, 2021Updated 4 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 5 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆171Apr 26, 2021Updated 4 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆83Aug 25, 2021Updated 4 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆24Dec 6, 2022Updated 3 years ago
- ☆20Oct 12, 2021Updated 4 years ago
- pytorch版bert权重转tf☆22May 19, 2020Updated 5 years ago
- Finding Generalizable Evidence by Learning to Convince Q&A Models☆25Jan 5, 2023Updated 3 years ago
- Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning (ICLR 2021)☆24Mar 18, 2021Updated 4 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆22Oct 13, 2020Updated 5 years ago
- PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656☆25Jun 12, 2023Updated 2 years ago
- ☆10Feb 17, 2019Updated 7 years ago
- A simple wrapper for python-bioformats to convert .vsi CellSense format to TIFF.☆12Apr 9, 2022Updated 3 years ago
- The code for the 2018 NeurIPS paper "Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base"☆38Oct 28, 2020Updated 5 years ago
- ☆10Apr 15, 2022Updated 3 years ago
- Question Answering with Interactive Text (QAit), code for EMNLP 2019 paper "Interactive Language Learning by Question Answering"☆44Sep 3, 2019Updated 6 years ago
- Re-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on P…☆42Feb 22, 2018Updated 8 years ago
- Code to compute topic coherence for several topic cardinalities and aggregate scores across them☆22Sep 10, 2025Updated 5 months ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 3 years ago
- Offline Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits☆10Oct 21, 2024Updated last year
- ☆11Mar 25, 2022Updated 3 years ago