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M. Samwald

6 papers hereh-index 575 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CY3
  • cs.AI1
  • cs.CL1
  • cs.CV1
same name
  • M. Samwald — 32 papers, h 36

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedA critical review of methods and challenges in large language models

16 citations · 22 across the 6 of their papers we have counts for

collaborators
Showing cs.CYShow all

3 papers · 1 filter

cs.CY2025

What are the limits to biomedical research acceleration through general-purpose AI?

Konstantin Hebenstreit, Constantin Convalexius, Stephan Reichl +3

Although general-purpose artificial intelligence (GPAI) is widely expected to accelerate scientific discovery, its practical limits in biomedicine remain unclear. We assess this po…

cs.CY2024★ 3 cited

TRIAGE: Ethical Benchmarking of AI Models Through Mass Casualty Simulations

Nathalie Maria Kirch, Konstantin Hebenstreit, Matthias Samwald

We present the TRIAGE Benchmark, a novel machine ethics (ME) benchmark that tests LLMs' ability to make ethical decisions during mass casualty incidents. It uses real-world ethical…

cs.CY2023★ 1 cited

A collection of principles for guiding and evaluating large language models

Konstantin Hebenstreit, Robert Praas, Matthias Samwald

Large language models (LLMs) demonstrate outstanding capabilities, but challenges remain regarding their ability to solve complex reasoning tasks, as well as their transparency, ro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.