activity
20142026
most citedSocietal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers

54 citations · 117 across the 18 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 7 cited

Reproducibility in Machine Learning-Driven Research

Harald Semmelrock, Simone Kopeinik, Dieter Theiler +2

Research is facing a reproducibility crisis, in which the results and findings of many studies are difficult or even impossible to reproduce. This is also the case in machine learn…

cs.LG2023

A conceptual model for leaving the data-centric approach in machine learning

Sebastian Scher, Bernhard Geiger, Simone Kopeinik +2

For a long time, machine learning (ML) has been seen as the abstract problem of learning relationships from data independent of the surrounding settings. This has recently been cha…