"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
☆91Oct 6, 2023Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification☆17Jan 8, 2024Updated 2 years ago
- ☆23Nov 25, 2021Updated 4 years ago
- Code for the ICLR 2020 Paper, "A Theory of Usable Information under Computational Constraints"☆31Jul 8, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 3 years ago
- Repository for our paper "AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts"☆11Jul 18, 2021Updated 4 years ago
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Mar 30, 2023Updated 3 years ago
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated last year
- ☆16Apr 14, 2021Updated 5 years ago
- CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Switching☆18Mar 29, 2021Updated 5 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 3 years ago
- ☆36Feb 13, 2023Updated 3 years ago
- Unofficial pytorch implementation of the paper "Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding", NeurIPS 20…☆13Apr 24, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Code for 'EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification' - NAACL 2022☆23May 9, 2022Updated 4 years ago
- The respository describing a novel datasets for word association explanations☆13Sep 21, 2023Updated 2 years ago
- ☆25May 20, 2020Updated 6 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics☆219Jul 19, 2022Updated 3 years ago
- [ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, …☆18Dec 30, 2021Updated 4 years ago
- The collections of MOE (Mixture Of Expert) papers, code and tools, etc.☆12Mar 15, 2024Updated 2 years ago
- ☆20May 12, 2022Updated 4 years ago
- The code implementation of the EMNLP2022 paper: DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Gene…☆27Nov 13, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 4 years ago
- [NeurIPS'24] What makes unlearning hard and what to do about it☆22May 24, 2025Updated last year
- ☆48Mar 25, 2025Updated last year
- An Empirical Study of Memorization in NLP (ACL 2022)☆13Jun 22, 2022Updated 4 years ago
- Pytorch code for Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC☆11Mar 1, 2021Updated 5 years ago
- ☆13Jul 2, 2025Updated last year
- ☆16Oct 24, 2021Updated 4 years ago
- ☆23Apr 2, 2026Updated 3 months ago
- ☆29Feb 2, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for the paper: https://arxiv.org/pdf/2309.06979.pdf☆21Jul 29, 2024Updated last year
- ACL 2021: HiTransformer☆13May 29, 2021Updated 5 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Aug 17, 2022Updated 3 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 2 years ago
- The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to…☆11Jun 12, 2022Updated 4 years ago
- Create generated datasets and train robust classifiers☆36Sep 1, 2023Updated 2 years ago
- ☆95Jun 6, 2022Updated 4 years ago