research
∙
06/29/2023
Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research
Many recent improvements in NLP stem from the development and use of lar...
share
research
∙
04/25/2023
Lessons Learned from a Citizen Science Project for Natural Language Processing
Many Natural Language Processing (NLP) systems use annotated corpora for...
research
∙
08/31/2022
Efficient Methods for Natural Language Processing: A Survey
Getting the most out of limited resources allows advances in natural lan...
research
∙
08/30/2022
Transformers with Learnable Activation Functions
Activation functions can have a significant impact on reducing the topol...
research
∙
08/16/2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation
Collecting and annotating task-oriented dialog data is difficult, especi...
research
∙
06/04/2021
Annotation Curricula to Implicitly Train Non-Expert Annotators
Annotation studies often require annotators to familiarize themselves wi...
research
∙
05/27/2021
Investigating label suggestions for opinion mining in German Covid-19 social media
This work investigates the use of interactively updated label suggestion...
research
∙
05/09/2020
Empowering Active Learning to Jointly Optimize System and User Demands
Existing approaches to active learning maximize the system performance b...
research
∙
06/17/2019
Manipulating the Difficulty of C-Tests
We propose two novel manipulation strategies for increasing and decreasi...
research
∙
03/27/2019