amaiya / causalnlp
CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
☆146Updated 2 months ago
Alternatives and similar repositories for causalnlp:
Users that are interested in causalnlp are comparing it to the libraries listed below
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆90Updated 3 years ago
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- Package for computing causal effects of text (as treatment)☆70Updated 2 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated 9 months ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 2 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Updated last year
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- A Causal Relation Schema for Text☆43Updated 5 months ago
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- ☆87Updated 3 years ago
- Code for "Dynamic Contextualized Word Embeddings"☆31Updated 3 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆202Updated 2 years ago
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆102Updated 3 years ago
- ☆81Updated 4 years ago
- ☆59Updated 4 years ago
- ☆133Updated 4 years ago
- [WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding☆50Updated 4 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Updated 4 years ago
- The PyTorch implementation the Smooth Grad [https://arxiv.org/pdf/1706.03825.pdf] and Integrated Gradients [https://arxiv.org/pdf/1703.01…☆46Updated 4 years ago
- Unified benchmark and model for causal text mining☆21Updated last year
- Experimental library integrating LLM capabilities to support causal analyses☆128Updated this week
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Updated last year
- Repository for Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS), accepted to NeurIPS 2021 Dataset…☆70Updated 9 months ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- Data/Code Repository for https://api.semanticscholar.org/CorpusID:218470122☆133Updated 9 months ago
- ☆53Updated last year
- Repository for the paper "Named Entity Recognition for Entity Linking: What Works and What's Next" (EMNLP 2021).☆75Updated 3 years ago
- ☆54Updated 3 years ago