Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
☆224Jul 19, 2022Updated 4 years ago
Alternatives and similar repositories for cartography
Users that are interested in cartography are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated last year
- Compute training dynamics, plot data cartography, analysing data quality...☆41Nov 10, 2022Updated 3 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆45Apr 7, 2022Updated 4 years ago
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Mar 30, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Data Valuation on In-Context Examples (ACL23)☆24Jan 12, 2025Updated last year
- ☆26Apr 15, 2021Updated 5 years ago
- ☆13Jul 26, 2023Updated 3 years ago
- Automatically detect errors in annotated corpora.☆49Sep 8, 2023Updated 3 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆92Oct 6, 2023Updated 3 years ago
- Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for …☆56Feb 22, 2022Updated 4 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 3 years ago
- Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Cohere…☆11Oct 16, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 4 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆785May 19, 2024Updated 2 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Mar 16, 2023Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62May 12, 2022Updated 4 years ago
- ☆36Oct 3, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆27Mar 26, 2022Updated 4 years ago
- Methods of training NLP models to ignored biased strategies☆55May 22, 2023Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆76Aug 20, 2024Updated 2 years ago
- Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your mode…☆20Nov 17, 2023Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Mar 3, 2023Updated 3 years ago
- Extending context length of visual language models☆12Dec 18, 2024Updated last year
- This repository contains the data and code for the paper "SideControl: Controlled Open-domain Dialogue Generation via Additive Side Netwo…☆12Dec 1, 2021Updated 4 years ago
- codebase for the Text-based NP Enrichment (TNE) paper☆19Mar 12, 2024Updated 2 years ago
- Testing theories of sentence vectors on real world data☆11Jun 21, 2017Updated 9 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.
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆15Jan 9, 2024Updated 2 years ago
- Open-source Human Feedback Library☆11Oct 25, 2023Updated 3 years ago
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 4 years ago
- A dataset for realistic evaluation of noisy label methods☆15Dec 3, 2023Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆142Jun 26, 2023Updated 3 years ago
- Mutual Information Predicts Hallucinations in Abstractive Summarization☆13Nov 14, 2022Updated 3 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago