Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
☆219Jul 19, 2022Updated 3 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
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆42Apr 7, 2022Updated 4 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Mar 30, 2023Updated 3 years ago
- Data Valuation on In-Context Examples (ACL23)☆24Jan 12, 2025Updated last year
- 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 for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 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 …☆57Feb 22, 2022Updated 4 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 4 years ago
- Automatically detect errors in annotated corpora.☆48Sep 8, 2023Updated 2 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- ☆13Jul 26, 2023Updated 2 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Mar 16, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆788May 19, 2024Updated 2 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆91Oct 6, 2023Updated 2 years ago
- Dataset used to evaluate Skill Extraction systems based on the ESCO skills taxonomy.☆17Jul 18, 2024Updated last year
- Methods of training NLP models to ignored biased strategies☆55May 22, 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 3 years ago
- [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆40Dec 13, 2024Updated last year
- A dataset for realistic evaluation of noisy label methods☆15Dec 3, 2023Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Mar 3, 2023Updated 3 years ago
- Mutual Information Predicts Hallucinations in Abstractive Summarization☆13Nov 14, 2022Updated 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.
- Open-source Human Feedback Library☆11Oct 25, 2023Updated 2 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,048Jan 9, 2024Updated 2 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 3 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆63May 12, 2022Updated 4 years ago
- IPython notebook with synthetic experiments for AFLite, based on the ICML 2020 paper, "Adversarial Filters of Dataset Biases".☆16Aug 14, 2020Updated 5 years ago
- Code for the ACL2023 paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning (https://aclant…☆11May 9, 2023Updated 3 years ago
- ☆32May 24, 2023Updated 3 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆81Apr 11, 2024Updated 2 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 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.
- Japanese / English Bilingual LLM☆30Dec 23, 2025Updated 5 months ago
- Vision Large Language Models trained on M3IT instruction tuning dataset☆17Aug 16, 2023Updated 2 years ago
- ☆17May 19, 2023Updated 3 years ago
- ☆291Dec 2, 2022Updated 3 years ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 3 years ago
- ☆24Jun 7, 2021Updated 5 years ago