How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task

18 November 2021

Papers citing "How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task"

7 / 7 papers shown

Title
You Shall Know a Tool by the Traces it Leaves: The Predictability of Sentiment Analysis Tools Daniel Baumartz Mevlut Bagci Alexander Henlein Maxim Konca Andy Lucking Alexander Mehler 26 0 0 18 Oct 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation Branislav Pecher Ján Cegin Róbert Belanec Jakub Simko Ivan Srba Maria Bielikova 47 1 0 18 Jun 2024
Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging Aarne Talman H. Çelikkanat Sami Virpioja Markus Heinonen Jörg Tiedemann BDL UQCV 26 7 0 10 Apr 2023
Measuring the Instability of Fine-Tuning Yupei Du D. Nguyen 25 4 0 15 Feb 2023
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan Jiayuan He Karin Verspoor TDI FedML 167 89 0 03 Feb 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 154 137 0 13 Jan 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 299 6,984 0 20 Apr 2018