Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
☆223Jul 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
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆44Apr 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
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Data Valuation on In-Context Examples (ACL23)☆24Jan 12, 2025Updated last year
- Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Cohere…☆11Oct 16, 2022Updated 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
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 4 years ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- Automatically detect errors in annotated corpora.☆49Sep 8, 2023Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆92Oct 6, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆13Jul 26, 2023Updated 3 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 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
- Methods of training NLP models to ignored biased strategies☆55May 22, 2023Updated 3 years ago
- 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
- Measuring if attention is explanation with ROAR☆22Mar 3, 2023Updated 3 years ago
- A dataset for realistic evaluation of noisy label methods☆15Dec 3, 2023Updated 2 years ago
- ☆26Apr 15, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆42Dec 13, 2024Updated last year
- Extending context length of visual language models☆12Dec 18, 2024Updated last year
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- Mutual Information Predicts Hallucinations in Abstractive Summarization☆13Nov 14, 2022Updated 3 years ago
- Open-source Human Feedback Library☆11Oct 25, 2023Updated 2 years ago
- ☆17May 19, 2023Updated 3 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 3 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,049Jan 9, 2024Updated 2 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62May 12, 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.
- Testing theories of sentence vectors on real world data☆11Jun 21, 2017Updated 9 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆83Apr 11, 2024Updated 2 years ago
- ☆26Dec 18, 2024Updated last year
- Vision Large Language Models trained on M3IT instruction tuning dataset☆17Aug 16, 2023Updated 3 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- ☆291Dec 2, 2022Updated 3 years ago
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 4 years ago