CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
☆157Feb 6, 2025Updated last year
Alternatives and similar repositories for causalnlp
Users that are interested in causalnlp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Curated research at the intersection of causal inference and natural language processing.☆815Feb 1, 2024Updated 2 years ago
- Package for computing causal effects of text (as treatment)☆74May 3, 2022Updated 4 years ago
- Tensorflow 2 implementation of Causal-BERT☆74Nov 5, 2023Updated 2 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
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆93Jan 25, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 5 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆126Sep 23, 2020Updated 5 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆59Jul 25, 2024Updated last year
- This code provide the CANM algorithim for causal discovery. Please cite "Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao. Cau…☆16May 30, 2019Updated 7 years ago
- Code and data used in our EMNLP 2019 paper: Detecting Causal Language Use in Science Findings.☆11Oct 27, 2020Updated 5 years ago
- Emory Language and Information Toolkit☆39Apr 16, 2025Updated last year
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Jun 24, 2022Updated 3 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- A reading list for papers on causality for natural language processing (NLP)☆690Apr 27, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Model Primitive Hierarchical Reinforcement Learning☆13Dec 8, 2022Updated 3 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,267Jul 24, 2025Updated 10 months ago
- Efficient RAG knowledge pack creator from online Julia documentation☆14Nov 18, 2024Updated last year
- ☆10Apr 16, 2021Updated 5 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆64Feb 9, 2024Updated 2 years ago
- A tutorial on Bayesian multilevel modeling using R and Stan.☆14Nov 19, 2021Updated 4 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆85Feb 1, 2026Updated 4 months ago
- Collection of NLP model explanations and accompanying analysis tools☆143Jun 26, 2023Updated 2 years ago
- Text analysis with networks.☆294May 14, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Literary Language Toolkit: code, models, corpora, and web tools☆11Apr 26, 2026Updated last month
- ☆17Feb 1, 2024Updated 2 years ago
- Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)☆14Jan 5, 2022Updated 4 years ago
- ☆45Feb 6, 2023Updated 3 years ago
- ☆20Sep 17, 2021Updated 4 years ago
- An automation webcrawler based on Selenium library for retrieving parliamentary questions on The Website of Taiwan Legislative Yuan (http…☆11Jun 8, 2023Updated 2 years ago
- ☆28Sep 28, 2021Updated 4 years ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆20May 28, 2023Updated 3 years ago
- ☆15Nov 19, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning☆30Jan 31, 2019Updated 7 years ago
- ☆13Jul 8, 2020Updated 5 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆800Feb 20, 2026Updated 3 months ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆171Apr 26, 2021Updated 5 years ago
- The implement of "Learning Disentangled Semantic Representation for Domain Adaptation" (IJCAI 2019)☆20Aug 26, 2019Updated 6 years ago
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Oct 18, 2021Updated 4 years ago
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago