kawine / dataset_difficulty
"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
☆85Updated last year
Alternatives and similar repositories for dataset_difficulty:
Users that are interested in dataset_difficulty are comparing it to the libraries listed below
- ☆30Updated 3 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆60Updated 2 years ago
- ☆106Updated 2 years ago
- ☆11Updated 3 years ago
- ☆65Updated 3 years ago
- ☆22Updated 5 months ago
- ☆24Updated 3 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆64Updated 2 years ago
- ☆88Updated last year
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 2 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆37Updated 2 years ago
- ☆47Updated last year
- ☆83Updated 11 months ago
- ☆89Updated 2 years ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆90Updated 3 years ago
- ☆44Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆74Updated last year
- ☆61Updated last year
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆52Updated last year
- Uncertainty Quantification with Pre-trained Language Models: An Empirical Analysis☆14Updated 2 years ago
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆87Updated 3 years ago
- A framework to train language models to learn invariant representations.☆13Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆59Updated last year
- OOD Generalization and Detection (ACL 2020)☆60Updated 4 years ago
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated 2 years ago
- ☆9Updated 11 months ago
- CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing☆13Updated last year
- ☆18Updated 3 years ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆80Updated 6 months ago