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researcher

Christoph Berns

2 papers hereh-index 599 citations15 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMedical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

9 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2022★ 9 cited

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

Angelo Ziletti, Alan Akbik, Christoph Berns +3

Medical coding (MC) is an essential pre-requisite for reliable data retrieval and reporting. Given a free-text reported term (RT) such as "pain of right thigh to the knee", the tas…

cs.LG2020

Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning

Angelo Ziletti, Christoph Berns, Oliver Treichel +8

Millions of unsolicited medical inquiries are received by pharmaceutical companies every year. It has been hypothesized that these inquiries represent a treasure trove of informati…

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