Continuous Active Learning Using Pretrained Transformers

15 August 2022

Papers citing "Continuous Active Learning Using Pretrained Transformers"

5 / 5 papers shown

Title
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sophia Althammer Guido Zuccon Sebastian Hofstatter Suzan Verberne Allan Hanbury 34 4 0 12 Sep 2023
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation Ambrose Robinson William Thorne Ben Wu A. Pandor M. Essat Mark Stevenson Xingyi Song ALM LM&MA 20 7 0 12 Aug 2023
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review Eugene Yang Sean MacAvaney D. Lewis O. Frieder 84 28 0 03 May 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 61 166 0 14 Jan 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 239 611 0 13 Oct 2020