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researcher

David Martens

9 papers hereh-index 487 citations11 works total

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

author position
  • first author1
  • last author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL5
  • cs.CV2
  • cs.AI1
  • cs.LG1
same name
  • David Martens — 11 papers, h 40
  • David Martens — 7 papers, h 3
  • David Martens — 4 papers, h 5
  • David Martens — 1 paper, h 1
  • David Martens — 1 paper, h 4

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 citedTell Me a Story! Narrative-Driven XAI with Large Language Models

4 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing 2026 · cs.CLShow all

2 papers · 2 filters

cs.CL2026

On the Importance and Evaluation of Narrativity in Natural Language AI Explanations

Mateusz Cedro, David Martens

Explainable AI (XAI) aims to make the behaviour of machine learning models interpretable, yet many explanation methods remain difficult to understand. The integration of Natural La…

cs.CL2026

An Agentic Approach to Generating XAI-Narratives

Yifan He, David Martens

Explainable AI (XAI) research has experienced substantial growth in recent years. Existing XAI methods, however, have been criticized for being technical and expert-oriented, motiv…

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