From fdc85bd838cb6c0016b902c79a4484ef599e769a Mon Sep 17 00:00:00 2001 From: Marius Mosbach Date: Tue, 9 Jun 2020 17:35:07 +0200 Subject: [PATCH] updated README --- README.md | 9 +++++++++ images/fig1.png | Bin 0 -> 150613 bytes images/tab1.png | Bin 0 -> 77346 bytes 3 files changed, 9 insertions(+) create mode 100644 images/fig1.png create mode 100644 images/tab1.png diff --git a/README.md b/README.md index 4259d3d..b567110 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,15 @@ This repository contains code for the paper [On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines](https://www.lsv.uni-saarland.de/wp-content/publications/2020/On_the_Stability_of_Fine-tuning_BERT_preprint.pdf). It is a fork of the [Huggingface Transformers repository](https://github.com/huggingface/transformers) (v2.5.1). +## Abstract + +Fine-tuning pre-trained transformer-based language models such as BERT has become a common practice dominating leaderboards across various NLP benchmarks. Despite the strong empirical performance of fine-tuned models, fine-tuning is an unstable process: training the same model with multiple random seeds can result in a large variance of the task performance. Previous literature (Devlin et al., 2019; Lee et al., 2020; Dodge et al., 2020) identified two potential reasons for the observed instability: catastrophic forgetting and a small size of the fine-tuning datasets. In this paper, we show that both hypotheses fail to explain +the fine-tuning instability. We analyze BERT, RoBERTa, and ALBERT, finetuned on three commonly used datasets from the GLUE benchmark and show that the observed instability is caused by optimization difficulties that lead to vanishing gradients. Additionally, we show that the remaining variance of the downstream task performance can be attributed to differences in generalization where fine-tuned models with the samw training loss exhibit noticeably different test performance. Based on our analysis, we present a simple but strong baseline that makes fine-tuning BERT-based models significantly more stable than previously proposed approaches. + +![](images/fig1.png) + +![](images/fig2.png) + ## Reproducing our results See `/examples/bert_stable_fine_tuning/README.md` for how to setup Docker and run our models. diff --git a/images/fig1.png b/images/fig1.png new file mode 100644 index 0000000000000000000000000000000000000000..709e530a38e347ed7bc6bc02008777ecff5c9d06 GIT binary patch literal 150613 zcmeFZg;!PW);CNjhzKYs(nzDEAf1AuNJ&UZN=kQ^iXZ|~A{~l?h_rOKG!kxl)7{;C zbKU2h=Q-~f?-<`d@H)mhx3Yn~*1E21&R@+P^i=T?!DWie7#J7?vX39AU|`@FU|?XG zU&4W}*iUjwz<(|{O3A8SfSO-r8$o$1*0xB))Wk*j)O!x}V=y z=ZBgUz7*$Gl~eKVw3g8<)o1&=LM3Yh?(0G=Gj@Vh@BaHw%fZeL=6`=-hwn-4fB)Mp zmYAFVzy8pqUkLf{*8^{3GW^%eQ-=TV$N%$q{@5y`yt5#}#(DEU@Xv<>qU?6TBPt8)c1>7L)EJV2*0d61hQ1 zL2>Ew<)y`jaGJ0DJ^O-Ggf45NK|@xi%^~C{?;mMw*0(q~LYI~-<~kEl^U1`Ud&_)gJD9rV_)!p^gfB*IpecWt*I)fv*2OB?*zX?Rj_2f 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