YilunZhou / ExSum
Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"
☆64Updated 2 years ago
Alternatives and similar repositories for ExSum:
Users that are interested in ExSum are comparing it to the libraries listed below
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- ☆137Updated last year
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆42Updated last month
- ☆37Updated last year
- A python package for benchmarking interpretability techniques on Transformers.☆212Updated 6 months ago
- RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!☆41Updated 2 years ago
- Lightning template for easy prototyping⚡️☆13Updated 2 years ago
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆82Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Updated 2 years ago
- Ranking of fine-tuned HF models as base models.☆35Updated last year
- ☆44Updated 5 months ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- ☆21Updated 3 years ago
- ☆54Updated last year
- Embedding Recycling for Language models☆38Updated last year
- A Natural Language Interface to Explainable Boosting Machines☆66Updated 9 months ago
- ☆37Updated 3 years ago
- Library for creating causal chains using language models.☆77Updated 2 years ago
- 🤗 Disaggregators: Curated data labelers for in-depth analysis.☆65Updated 2 years ago
- ☆22Updated 3 years ago
- Check if you have training samples in your test set☆64Updated 2 years ago
- Experiments on GPT-3's ability to fit numerical models in-context.☆14Updated 2 years ago
- Few-shot Learning with Auxiliary Data☆27Updated last year
- Dense Passage Retrieval using tensorflow-keras on TPU☆15Updated 3 years ago
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 2 years ago
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆48Updated 2 years ago
- ☆18Updated 3 years ago
- A diff tool for language models☆42Updated last year
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch☆37Updated 3 years ago