Christopher Schröder

A Survey of Active Learning for Text Classification using Deep Neural Networks

Christopher Schröder, Andreas Niekler · arXiv (Cornell University) · 2020 · 61 citations · Full text

Computing, Computer Science, Computational Linguistics +15

Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers

Christopher Schröder, Andreas Niekler, Martin Potthast · Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 54 citations · Full text

Computing, Computer Science, Machine Learning +12

The Infinite Index: Information Retrieval on Generative Text-To-Image Models

Niklas Deckers, Maik Fröbe, Johannes Kiesel et al. · 2023 · 27 citations · Full text

Computing, Design, Generative Design +14

Small-Text: Active Learning for Text Classification in Python

Christopher Schröder, Lydia Müller, Andreas Niekler et al. · 2023 · 14 citations · Full text

Computing, Computer Science, Linguistics +13

Trigger Warning Assignment as a Multi-Label Document Classification Problem

Matti Wiegmann, Magdalena Wolska, Christopher Schröder et al. · 2023 · 10 citations · Full text

Computing, Computer Science, Computational Linguistics +10