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
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆41Updated 3 weeks ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- Lightning template for easy prototyping⚡️☆13Updated 2 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 5 months ago
- A diff tool for language models☆42Updated last year
- Library for creating causal chains using language models.☆77Updated 2 years ago
- ☆18Updated 3 years ago
- Ranking of fine-tuned HF models as base models.☆35Updated last year
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆82Updated 3 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Updated 2 years ago
- RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!☆41Updated 2 years ago
- A Natural Language Interface to Explainable Boosting Machines☆65Updated 8 months ago
- ☆67Updated 2 years ago
- ☆44Updated 4 months ago
- Embedding Recycling for Language models☆38Updated last year
- ☆54Updated last year
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 2 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- ☆22Updated 2 years ago
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch☆37Updated 2 years ago
- ☆30Updated 3 years ago
- ☆19Updated last year
- What are the best Systems? New Perspectives on NLP Benchmarking☆13Updated 2 years ago
- Few-shot Learning with Auxiliary Data☆27Updated last year
- Framework for zero-shot learning with knowledge graphs.☆113Updated last year
- ☆21Updated 3 years ago
- ☆137Updated last year
- QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning P…☆34Updated last year
- Apps built using Inspired Cognition's Critique.☆58Updated 2 years ago
- My explorations into editing the knowledge and memories of an attention network☆34Updated 2 years ago