Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings

23 May 2023

Papers citing "Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings"

5 / 5 papers shown

Title
State Space Models for Extractive Summarization in Low Resource Scenarios Nisrine Ait Khayi 38 0 0 24 Jan 2025
Parameter-Efficient Active Learning for Foundational models Athmanarayanan Lakshmi Narayanan R. Krishnan Amrutha Machireddy Mahesh Subedar VLM 26 0 0 13 Jun 2024
Hallucination Diversity-Aware Active Learning for Text Summarization Yu Xia Xu Liu Tong Yu Sungchul Kim Ryan A. Rossi Anup B. Rao Tung Mai Shuai Li HILM 29 3 0 02 Apr 2024
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 116 180 0 19 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015