Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts

19 March 2024

Papers citing "Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts"

6 / 6 papers shown

Title
Enhancing Coreference Resolution with Pretrained Language Models: Bridging the Gap Between Syntax and Semantics Xingzu Liu Songhang deng Mingbang Wang Zhang Dong Le Dai Jiyuan Li Ruilin Nong 31 0 0 08 Apr 2025
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning Runxin Xu Fuli Luo Zhiyuan Zhang Chuanqi Tan Baobao Chang Songfang Huang Fei Huang LRM 145 178 0 13 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Cheolhyoung Lee Kyunghyun Cho Wanmo Kang MoE 246 205 0 25 Sep 2019
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 297 6,956 0 20 Apr 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 323 11,681 0 09 Mar 2017