When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage
Natural Language Understanding Systems

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems

24 May 2022

Elias Stengel-Eskin

Emmanouil Antonios Platanios

Benjamin Van Durme

Papers citing "When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems"

6 / 6 papers shown

Title
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme 21 5 0 29 Mar 2023
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 41 24 0 14 Nov 2022
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 168 107 0 17 Apr 2021
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 195 153 0 24 Sep 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 152 371 0 09 May 2020
Broad-Coverage Semantic Parsing as Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 43 73 0 05 Sep 2019