PECO: Examining Single Sentence Label Leakage in Natural Language
Inference Datasets through Progressive Evaluation of Cluster Outliers

PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers

16 December 2021

Michael Stephen Saxon

Xinyi Wang

William Yang Wang

Papers citing "PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers"

6 / 6 papers shown

Title
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 19 81 0 25 Aug 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation Neeraj Varshney Pratyay Banerjee Tejas Gokhale Chitta Baral 21 9 0 16 Oct 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics Prajjwal Bhargava Aleksandr Drozd Anna Rogers 87 101 0 04 Oct 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 161 106 0 17 Apr 2021
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 235 319 0 21 Aug 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 574 0 02 May 2018