activity
20192025
most citedA Survey of Uncertainty in Deep Neural Networks

242 citations · 266 across the 8 of their papers we have counts for

collaborators

9 papers

cs.SI2025

OSINT or BULLSHINT? Exploring Open-Source Intelligence tweets about the Russo-Ukrainian War

Johannes Niu, Mila Stillman, Anna Kruspe

This paper examines the role of Open Source Intelligence (OSINT) on Twitter regarding the Russo-Ukrainian war, distinguishing between genuine OSINT and deceptive misinformation eff…

cs.SI2024

A dataset of Open Source Intelligence (OSINT) Tweets about the Russo-Ukrainian war

Johannes Niu, Mila Stillman, Philipp Seeberger +1

Open Source Intelligence (OSINT) refers to intelligence efforts based on freely available data. It has become a frequent topic of conversation on social media, where private users…

cs.SD2024

More than words: Advancements and challenges in speech recognition for singing

Anna Kruspe

This paper addresses the challenges and advancements in speech recognition for singing, a domain distinctly different from standard speech recognition. Singing encompasses unique c…

cs.LG2021★ 242 cited

A Survey of Uncertainty in Deep Neural Networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali +11

Due to their increasing spread, confidence in neural network predictions became more and more important. However, basic neural networks do not deliver certainty estimates or suffer…

cs.SI2020★ 15 cited

Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic

Anna Kruspe, Matthias Häberle, Iona Kuhn +1

Social media data can be a very salient source of information during crises. User-generated messages provide a window into people's minds during such times, allowing us insights ab…

cs.CL2020

A simple method for domain adaptation of sentence embeddings

Anna Kruspe

Pre-trained sentence embeddings have been shown to be very useful for a variety of NLP tasks. Due to the fact that training such embeddings requires a large amount of data, they ar…

cs.CY2020★ 4 cited

Sensor Artificial Intelligence and its Application to Space Systems -- A White Paper

Anko Börner, Heinz-Wilhelm Hübers, Odej Kao +15

Information and communication technologies have accompanied our everyday life for years. A steadily increasing number of computers, cameras, mobile devices, etc. generate more and…

cs.LG2019★ 5 cited

Few-shot tweet detection in emerging disaster events

Anna Kruspe

Social media sources can provide crucial information in crisis situations, but discovering relevant messages is not trivial. Methods have so far focused on universal detection mode…

cs.LG2019

One-Way Prototypical Networks

Anna Kruspe

Few-shot models have become a popular topic of research in the past years. They offer the possibility to determine class belongings for unseen examples using just a handful of exam…