Training Dynamic based data filtering may not work for NLP datasets

19 September 2021

Papers citing "Training Dynamic based data filtering may not work for NLP datasets"

5 / 5 papers shown

Title
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition Qi Zhang Huitong Pan Zhijia Chen Longin Jan Latecki Cornelia Caragea Eduard Constantin Dragut 25 0 0 06 Apr 2025
Read, Look or Listen? What's Needed for Solving a Multimodal Dataset Netta Madvil Yonatan Bitton Roy Schwartz 11 2 0 06 Jul 2023
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics Shoaib Ahmed Siddiqui Nitarshan Rajkumar Tegan Maharaj David M. Krueger Sara Hooker 28 27 0 20 Sep 2022
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 210 188 0 03 May 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018