Curated research at the intersection of causal inference and natural language processing.
☆813Feb 1, 2024Updated 2 years ago
Alternatives and similar repositories for causal-text-papers
Users that are interested in causal-text-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A reading list for papers on causality for natural language processing (NLP)☆686May 29, 2025Updated 9 months ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆157Feb 6, 2025Updated last year
- Package for computing causal effects of text (as treatment)☆74May 3, 2022Updated 3 years ago
- Tensorflow 2 implementation of Causal-BERT☆73Nov 5, 2023Updated 2 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Jan 25, 2022Updated 4 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆68Jun 16, 2022Updated 3 years ago
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆516Mar 3, 2023Updated 3 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆125Sep 23, 2020Updated 5 years ago
- Repository for paper "Embedding Regression: Models for Context-Specific Description and Inference"☆95Feb 13, 2023Updated 3 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆749Nov 23, 2022Updated 3 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆59Jul 25, 2024Updated last year
- An index of algorithms for learning causality with data☆3,250Jan 22, 2025Updated last year
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Apr 26, 2021Updated 4 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Jun 14, 2020Updated 5 years ago
- An R package for estimating and doing statistical inference on context-specific word embeddings.☆108Aug 22, 2025Updated 7 months ago
- An R package for Keyword Assisted Topic Models☆116Jan 19, 2026Updated 2 months ago
- Course materials: POIR 613 - Computational Social Science - USC Fall 2021☆31Nov 29, 2021Updated 4 years ago
- 🍵 Create and administrate validation tests for automated content analysis tools.☆58Nov 17, 2025Updated 4 months ago
- code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076☆100Apr 29, 2020Updated 5 years ago
- A data index for learning causality.☆486Oct 25, 2023Updated 2 years ago
- MoodCat😼 classifies the mood of English sentences.☆14Jun 19, 2022Updated 3 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,226Oct 13, 2025Updated 5 months ago
- Interface to the Comparative Legislators Database☆96Jan 23, 2024Updated 2 years ago
- Papers on fairness in NLP☆452May 2, 2024Updated last year
- Incivility classifier used in Theocharis et al (2020, Sage Open)☆20Aug 29, 2022Updated 3 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆23Sep 23, 2020Updated 5 years ago
- Scripts to fit and explore word embedding models augmented with political metadata.☆26Jul 15, 2024Updated last year
- Resources related to causality☆267Feb 19, 2024Updated 2 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆349Oct 17, 2024Updated last year
- Text as Data 2019☆61Jun 5, 2019Updated 6 years ago
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,547Updated this week
- A review of APIs.☆69Sep 17, 2024Updated last year
- PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".☆25Jan 5, 2022Updated 4 years ago
- ☆10Apr 26, 2024Updated last year
- ☆24Jun 7, 2021Updated 4 years ago
- Workshop "Analyzing Social Media Data" at the Big Data and Development Conference☆11Sep 11, 2023Updated 2 years ago
- ☆17Sep 9, 2025Updated 6 months ago
- ☆14Jun 30, 2025Updated 8 months ago
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago