amaiya / causalnlpView external linksLinks
CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
☆156Feb 6, 2025Updated last year
Alternatives and similar repositories for causalnlp
Users that are interested in causalnlp are comparing it to the libraries listed below
Sorting:
- Curated research at the intersection of causal inference and natural language processing.☆814Feb 1, 2024Updated 2 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
- Tensorflow 2 implementation of Causal-BERT☆74Nov 5, 2023Updated 2 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆93Jan 25, 2022Updated 4 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Jul 25, 2024Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 5 years ago
- 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
- Emory Language and Information Toolkit☆39Apr 16, 2025Updated 9 months ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 2 years ago
- ☆10Sep 7, 2022Updated 3 years ago
- ☆10Apr 16, 2021Updated 4 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Feb 9, 2024Updated 2 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,264Jul 24, 2025Updated 6 months ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆85Feb 1, 2026Updated last week
- Text analysis with networks.☆292Jan 16, 2026Updated 3 weeks ago
- ☆17Feb 1, 2024Updated 2 years ago
- Edo Liberty's class notes form the course Algorithms in Data Mining given in Tel Aviv University in academic years 2011-2013☆26May 20, 2022Updated 3 years ago
- A reading list for papers on causality for natural language processing (NLP)☆684May 29, 2025Updated 8 months ago
- Learning Contextualized Knowledge Structures for Commonsense Reasoning☆17Nov 24, 2022Updated 3 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆795Jan 19, 2026Updated 3 weeks ago
- ☆16Oct 27, 2020Updated 5 years ago
- Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020☆47May 6, 2020Updated 5 years ago
- An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo☆280Sep 30, 2023Updated 2 years ago
- ☆21Sep 17, 2021Updated 4 years ago
- This repository is the implementation of "Top-down RST Parsing Utilizing Granularity Levels in Documents" published at AAAI 2020.☆20Dec 14, 2020Updated 5 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆171Apr 26, 2021Updated 4 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆157Dec 20, 2023Updated 2 years ago
- Explainable Zero-Shot Topic Extraction☆65Aug 19, 2024Updated last year
- Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further lang…☆198Dec 18, 2022Updated 3 years ago
- Active Learning for Text Classification in Python☆639Feb 1, 2026Updated last week
- A tutorial on Bayesian multilevel modeling using R and Stan.☆14Nov 19, 2021Updated 4 years ago
- A python library / model for creating co-references between AMR graph nodes.☆11Dec 11, 2022Updated 3 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆215Sep 29, 2024Updated last year
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆42Oct 31, 2022Updated 3 years ago
- Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language☆98May 3, 2024Updated last year
- Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.…☆1,684Jun 24, 2024Updated last year
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,410Aug 30, 2023Updated 2 years ago
- Accurate word segmentation for hashtags and text, powered by Transformers and Beam Search. A scalable alternative to heuristic splitters …☆76Jan 8, 2026Updated last month
- Code for NAACL 2022 paper "Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification"☆25Oct 13, 2022Updated 3 years ago