kawine / dataset_difficultyLinks
"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
☆89Updated 2 years ago
Alternatives and similar repositories for dataset_difficulty
Users that are interested in dataset_difficulty are comparing it to the libraries listed below
Sorting:
- ☆87Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆105Updated 3 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆65Updated 3 years ago
- ☆113Updated 3 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 3 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 3 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆88Updated 4 years ago
- ☆31Updated 4 years ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆99Updated 4 years ago
- ☆11Updated 3 years ago
- ☆47Updated last year
- ☆79Updated 2 years ago
- ☆68Updated 2 years ago
- MEND: Fast Model Editing at Scale☆253Updated 2 years ago
- Official Code for the papers: "Controlled Text Generation as Continuous Optimization with Multiple Constraints" and "Gradient-based Const…☆65Updated last year
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆128Updated 3 years ago
- [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…☆85Updated 2 years ago
- This is the official implementation for our ACL 2024 paper: "Causal Estimation of Memorisation Profiles".☆23Updated 9 months ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Code for Editing Factual Knowledge in Language Models☆142Updated 3 years ago
- ☆25Updated 4 years ago
- A library for finding knowledge neurons in pretrained transformer models.☆158Updated 3 years ago
- Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)☆113Updated 3 years ago
- ☆54Updated 2 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated last year
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆54Updated 2 years ago
- ☆97Updated 3 years ago
- ☆158Updated 4 years ago