amaiya / causalnlpLinks
CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
☆154Updated 8 months ago
Alternatives and similar repositories for causalnlp
Users that are interested in causalnlp are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 3 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Updated last year
- Package for computing causal effects of text (as treatment)☆71Updated 3 years ago
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated last year
- ☆87Updated 3 years ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Updated last year
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Updated 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…☆204Updated 3 years ago
- [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweeban…☆105Updated last year
- ☆59Updated 4 years ago
- ☆138Updated 4 years ago
- https://arxiv.org/pdf/1909.04054☆79Updated 2 years ago
- Repo for Aspire - A scientific document similarity model based on matching fine-grained aspects of scientific papers.☆54Updated 2 years ago
- Code for "Dynamic Contextualized Word Embeddings"☆32Updated 3 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆96Updated 2 years ago
- ☆54Updated 3 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 6 years ago
- ☆38Updated 3 years ago
- Repository for Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS), accepted to NeurIPS 2021 Dataset…☆73Updated last year
- Training Temporal Word Embeddings with a Compass☆65Updated last month
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Updated 5 years ago
- A Causal Relation Schema for Text☆45Updated 11 months ago
- The official repository for "Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP" published in ACL-IJNLP 2…☆20Updated 3 years ago
- Dataset accompanying the SPECTER model☆139Updated 2 years ago
- ☆53Updated last year
- Twitter dataset for 2022 Russian and Ukrainian crisis☆48Updated 2 years ago
- ☆79Updated last year