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researcher

D. Roman

3 papers hereh-index 264.5k citations177 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.DL1
same name
  • D. Roman — 1 paper, h 8
  • D. Roman — 1 paper, h 1

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

most citedContrastNER: Contrastive-based Prompt Tuning for Few-shot NER

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2023

Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case

Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng +5

Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented amount of data from factory production, posing big data challenges in volume and variety. In that contex…

cs.CL2023★ 8 cited

ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER

Amirhossein Layegh, Amir H. Payberah, Ahmet Soylu +2

Prompt-based language models have produced encouraging results in numerous applications, including Named Entity Recognition (NER) tasks. NER aims to identify entities in a sentence…

cs.DL2015

Empirical Big Data Research: A Systematic Literature Mapping

Bjørn Magnus Mathisen, Leendert Wienhofen, Dumitru Roman

Background: Big Data is a relatively new field of research and technology, and literature reports a wide variety of concepts labeled with Big Data. The maturity of a research field…

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