Principles from Clinical Research for NLP Model Generalization

Principles from Clinical Research for NLP Model Generalization

7 November 2023

Aparna Elangovan

Karin Verspoor

Papers citing "Principles from Clinical Research for NLP Model Generalization"

6 / 6 papers shown

Title
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation Thinh Hung Truong Yulia Otmakhova Tim Baldwin Trevor Cohn Jey Han Lau Karin Verspoor 57 21 0 06 Oct 2022
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 209 97 0 14 Sep 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 161 107 0 17 Apr 2021
A Review of Generalizability and Transportability Irina Degtiar Sherri Rose CML 26 209 0 23 Feb 2021
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan Jiayuan He Karin Verspoor TDI FedML 159 89 0 03 Feb 2021
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 6,943 0 20 Apr 2018