vveitch / causal-text-embeddings-tf2Links
Tensorflow 2 implementation of Causal-BERT
☆72Updated 2 years ago
Alternatives and similar repositories for causal-text-embeddings-tf2
Users that are interested in causal-text-embeddings-tf2 are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Package for computing causal effects of text (as treatment)☆72Updated 3 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆126Updated 5 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆57Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆154Updated 9 months ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Updated 5 years ago
- ☆53Updated 5 years ago
- ☆139Updated 4 years ago
- evently: simulation, fitting of Hawkes processes☆16Updated 2 years ago
- A curated list of awesome work on causal inference, particularly in machine learning.☆109Updated 4 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Updated 5 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Updated 3 years ago
- Skip-gram word embeddings in hyperbolic space☆34Updated 7 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- Code accompanying the paper "Understanding Bias in Word Embeddings"☆22Updated 2 years ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆69Updated 3 years ago
- Additional material for the paper "MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction"☆55Updated 4 months ago
- Dynamic Word Embeddings for Evolving Semantic Discovery code.☆74Updated 2 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- ☆54Updated 3 years ago
- Training Temporal Word Embeddings with a Compass☆65Updated 2 months ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆67Updated 3 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆11Updated 3 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆65Updated last year
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆84Updated 7 years ago
- Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021☆38Updated 3 years ago
- Open source implementation of sDTM - supervised Deep Topic Model☆16Updated 3 years ago
- Schedule and Syllabus for Human-Centered Machine learning.☆186Updated 2 years ago