"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
☆90Oct 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
Sorting:
- ☆22Nov 25, 2021Updated 4 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 3 years ago
- 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 2 years ago
- A repository to keep tools, scripts, data for SMART task.☆11May 24, 2022Updated 3 years ago
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated last year
- An Empirical Study of Memorization in NLP (ACL 2022)☆13Jun 22, 2022Updated 3 years ago
- ☆13Jul 2, 2025Updated 8 months ago
- The collections of MOE (Mixture Of Expert) papers, code and tools, etc.☆12Mar 15, 2024Updated last year
- The respository describing a novel datasets for word association explanations☆13Sep 21, 2023Updated 2 years ago
- Code for the ICLR 2020 Paper, "A Theory of Usable Information under Computational Constraints"☆30Jul 8, 2020Updated 5 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 3 years ago
- Unofficial pytorch implementation of the paper "Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding", NeurIPS 20…☆12Apr 24, 2024Updated last year
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 3 years ago
- ☆29Feb 2, 2024Updated 2 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 2 years ago
- ☆10Aug 25, 2018Updated 7 years ago
- ACL 2021: HiTransformer☆13May 29, 2021Updated 4 years ago
- ☆23May 20, 2025Updated 9 months ago
- ACL 2023 (Findings) End-to-end Cross-lingual Label Project☆14Nov 24, 2023Updated 2 years ago
- the Pytorch implementation for our EMNLP 2021 paper "Learning Neural Templates for Recommender Dialogue System"☆30Apr 11, 2022Updated 3 years ago
- ☆90Jun 6, 2022Updated 3 years ago
- Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification☆16Jan 8, 2024Updated 2 years ago
- ☆16Oct 24, 2021Updated 4 years ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 6 months ago
- Code for paper: Weakly- and Semi-supervised Evidence Extraction☆15Apr 12, 2021Updated 4 years ago
- ☆14Jul 6, 2021Updated 4 years ago
- ☆17Mar 22, 2021Updated 4 years ago
- Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics☆216Jul 19, 2022Updated 3 years ago
- Create generated datasets and train robust classifiers☆36Sep 1, 2023Updated 2 years ago
- The implementation of <Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation> in PyTorch.☆17Nov 11, 2021Updated 4 years ago
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated 9 months ago
- Dataset for 'Learning End-to-End Goal-Oriented Dialog with Multiple Answers' EMNLP 2018☆18Nov 16, 2020Updated 5 years ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- ☆22Jun 3, 2019Updated 6 years ago
- ☆20May 12, 2022Updated 3 years ago
- Official Repository for Dataset Inference for LLMs☆42Jul 25, 2024Updated last year