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A Survey on Out-of-Distribution Evaluation of Neural NLP Models

A Survey on Out-of-Distribution Evaluation of Neural NLP Models

27 June 2023
Xinzhe Li
Ming Liu
Shang Gao
Wray Buntine
ArXiv (abs)PDFHTML

Papers citing "A Survey on Out-of-Distribution Evaluation of Neural NLP Models"

4 / 4 papers shown
Title
A Perplexity and Menger Curvature-Based Approach for Similarity Evaluation of Large Language Models
A Perplexity and Menger Curvature-Based Approach for Similarity Evaluation of Large Language Models
Yuantao Zhang
Zhankui Yang
AAML
78
0
0
05 Apr 2025
Rethinking ChatGPT's Success: Usability and Cognitive Behaviors Enabled
  by Auto-regressive LLMs' Prompting
Rethinking ChatGPT's Success: Usability and Cognitive Behaviors Enabled by Auto-regressive LLMs' Prompting
Xinzhe Li
Ming Liu
87
0
0
17 May 2024
Examining the robustness of LLM evaluation to the distributional
  assumptions of benchmarks
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks
Melissa Ailem
Katerina Marazopoulou
Charlotte Siska
James Bono
101
22
0
25 Apr 2024
Generating Natural Adversarial Examples
Generating Natural Adversarial Examples
Zhengli Zhao
Dheeru Dua
Sameer Singh
GANAAML
203
601
0
31 Oct 2017
1