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researcher

L. Soldatova

3 papers hereh-index 283.5k citations93 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 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies

11 citations · 23 across the 3 of their papers we have counts for

collaborators

3 papers

q-bio.QM2024★ 1 cited

Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment

Abbi Abdel-Rehim, Hector Zenil, Oghenejokpeme Orhobor +8

Large language models LLMs have transformed AI and achieved breakthrough performance on a wide range of tasks In science the most interesting application of LLMs is for hypothesis…

cs.AI2023★ 11 cited

The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence

Hector Zenil, Jesper Tegnér, Felipe S. Abrahão +17

Recent advances in machine learning and AI, including Generative AI and LLMs, are disrupting technological innovation, product development, and society as a whole. AI's contributio…

cs.LG2018★ 11 cited

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies

Gustavo Correa Publio, Diego Esteves, Agnieszka Ławrynowicz +5

The ML-Schema, proposed by the W3C Machine Learning Schema Community Group, is a top-level ontology that provides a set of classes, properties, and restrictions for representing an…

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