Active Learning Over Multiple Domains in Natural Language Tasks

Active Learning Over Multiple Domains in Natural Language Tasks

1 February 2022

Andrew J. Frank

Papers citing "Active Learning Over Multiple Domains in Natural Language Tasks"

11 / 11 papers shown

Title
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A. Ustun Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 35 194 0 12 Feb 2024
DeMuX: Data-efficient Multilingual Learning Simran Khanuja Srinivas Gowriraj Lucio Dery Graham Neubig VLM 26 1 0 10 Nov 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 30 39 0 23 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 21 148 0 22 May 2023
On the Limitations of Simulating Active Learning Katerina Margatina Nikolaos Aletras 31 11 0 21 May 2023
Investigating Multi-source Active Learning for Natural Language Inference Ard Snijders Douwe Kiela Katerina Margatina 24 7 0 14 Feb 2023
Semi-Automated Construction of Food Composition Knowledge Base Jason Youn Fangzhou Li I. Tagkopoulos 37 0 0 24 Jan 2023
A Survey of Active Learning for Natural Language Processing Zhisong Zhang Emma Strubell Eduard H. Hovy LM&MA 33 65 0 18 Oct 2022
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin Su Jungo Kasai Chen Henry Wu Weijia Shi Tianlu Wang ... Rui Zhang Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu 15 244 0 05 Sep 2022
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 225 97 0 14 Sep 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015