Detecting Label Errors in Token Classification Data

8 October 2022

Papers citing "Detecting Label Errors in Token Classification Data"

9 / 9 papers shown

Title
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset Mashael Al-Duwais H. Al-Khalifa Abdulmalik Al-Salman 34 0 0 22 Aug 2024
DCA-Bench: A Benchmark for Dataset Curation Agents Benhao Huang Yingzhuo Yu Jin Huang Xingjian Zhang Jiaqi Ma 28 1 0 11 Jun 2024
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset Susanna Rücker A. Akbik 22 5 0 24 Oct 2023
ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data Ulyana Tkachenko Aditya Thyagarajan Jonas W. Mueller 10 4 0 02 Sep 2023
Estimating label quality and errors in semantic segmentation data via any model Vedang Lad Jonas W. Mueller UQCV 18 5 0 11 Jul 2023
Detecting Errors in a Numerical Response via any Regression Model Hang Zhou Jonas W. Mueller Mayank Kumar Jane-ling Wang Jing-Sheng Lei 13 0 0 26 May 2023
Information Extraction from Documents: Question Answering vs Token Classification in real-world setups Laurent Lam Pirashanth Ratnamogan Joel Tang William Vanhuffel Fabien Caspani 6 0 0 21 Apr 2023
Comparison Study Between Token Classification and Sequence Classification In Text Classification Amir Jafari 14 5 0 25 Nov 2022
Identifying Incorrect Annotations in Multi-Label Classification Data Aditya Thyagarajan Elías Snorrason Curtis G. Northcutt Jonas W. Mueller 10 10 0 25 Nov 2022