Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks

14 February 2020

Papers citing "Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks"

8 / 8 papers shown

Title
We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text Aarohi Srivastava David Chiang 57 0 0 10 Apr 2024
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 29 194 0 16 Feb 2023
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 22 7 0 26 Apr 2022
Noisy Text Data: Achilles' Heel of popular transformer based NLP models Kartikay Bagla Ankit Kumar Shivam Gupta Anuj Gupta 21 5 0 07 Oct 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 16 13 0 14 Jun 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 19 11 0 17 Mar 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 21 32 0 16 Feb 2021
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 185 711 0 17 Apr 2018