JieyuZ2 / wrenchLinks
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
☆224Updated last year
Alternatives and similar repositories for wrench
Users that are interested in wrench are comparing it to the libraries listed below
Sorting:
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- ☆89Updated last month
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics☆200Updated 2 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆86Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆211Updated 7 months ago
- ☆97Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆106Updated last year
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆150Updated 2 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆53Updated 2 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- Optimal Transport Dataset Distance☆166Updated 3 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- ☆89Updated 3 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆569Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆79Updated last year
- Conformal Language Modeling☆30Updated last year
- A simple PyTorch implementation of influence functions.☆88Updated last year
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆78Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- ☆322Updated 4 years ago
- Self-training with Weak Supervision (NAACL 2021)☆160Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆39Updated 2 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆83Updated last week
- Code to reproduce data for Bias in Bios☆46Updated 2 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- Interpretable Evaluation for AI Systems☆366Updated 2 years ago
- tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-ModelsNAACL 2022 Findings☆15Updated 3 years ago