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M. Samwald

20 papers hereh-index 368.3k citations137 works total

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

author position
  • middle author4
  • last author16

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.AI10
  • cs.CL8
  • cs.CV1
  • cs.LG1
same name
  • M. Samwald — 6 papers, h 5

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
20152023
most citedPost-hoc explanation of black-box classifiers using confident itemsets

122 citations · 218 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CL2023

An automatically discovered chain-of-thought prompt generalizes to novel models and datasets

Konstantin Hebenstreit, Robert Praas, Louis P Kiesewetter +1

Emergent chain-of-thought (CoT) reasoning capabilities promise to improve performance and explainability of large language models (LLMs). However, uncertainties remain about how re…

cs.CL2023

Applying unsupervised keyphrase methods on concepts extracted from discharge sheets

Hoda Memarzadeh, Nasser Ghadiri, Matthias Samwald +1

Clinical notes containing valuable patient information are written by different health care providers with various scientific levels and writing styles. It might be helpful for cli…

cs.CV2023

Model-agnostic explainable artificial intelligence for object detection in image data

Milad Moradi, Ke Yan, David Colwell +2

In recent years, deep neural networks have been widely used for building high-performance Artificial Intelligence (AI) systems for computer vision applications. Object detection is…

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