ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP

1 August 2023

Papers citing "ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP"

4 / 4 papers shown

Title
Scoping Review of Active Learning Strategies and their Evaluation Environments for Entity Recognition Tasks Philipp Kohl Yoka Krämer Claudia Fohry Bodo Kraft 30 3 0 04 Jul 2024
DeepAL: Deep Active Learning in Python Kuan-Hao Huang AI4CE 16 17 0 30 Nov 2021
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification M. Herde Denis Huseljic Bernhard Sick A. Calma 29 25 0 23 Sep 2021
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 104 180 0 19 Oct 2020