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07/31/2023
Changes in Policy Preferences in German Tweets during the COVID Pandemic
Online social media have become an important forum for exchanging politi...
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02/23/2023
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data
Extracting structured information from unstructured data is one of the k...
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07/21/2022
GreenDB – A Dataset and Benchmark for Extraction of Sustainability Information of Consumer Goods
The production, shipping, usage, and disposal of consumer goods have a s...
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06/15/2022
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations
Insects are a crucial part of our ecosystem. Sadly, in the past few deca...
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05/05/2022
GreenDB: Toward a Product-by-Product Sustainability Database
The production, shipping, usage, and disposal of consumer goods have a s...
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04/21/2022
CycleSense: Detecting Near Miss Incidents in Bicycle Traffic from Mobile Motion Sensors
In cities worldwide, cars cause health and traffic problems which could ...
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12/23/2021
More Than Words: Towards Better Quality Interpretations of Text Classifiers
The large size and complex decision mechanisms of state-of-the-art text ...
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07/01/2021
Quality Metrics for Transparent Machine Learning With and Without Humans In the Loop Are Not Correlated
The field explainable artificial intelligence (XAI) has brought about an...
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06/21/2021
A Turing Test for Transparency
A central goal of explainable artificial intelligence (XAI) is to improv...
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06/09/2020
Sensor Artificial Intelligence and its Application to Space Systems – A White Paper
Information and communication technologies have accompanied our everyday...
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11/24/2019
A psychophysics approach for quantitative comparison of interpretable computer vision models
The field of transparent Machine Learning (ML) has contributed many nove...
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01/20/2019
Quantifying Interpretability and Trust in Machine Learning Systems
Decisions by Machine Learning (ML) models have become ubiquitous. Trusti...
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08/07/2016
Automating Political Bias Prediction
Every day media generate large amounts of text. An unbiased view on medi...
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06/27/2012