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Defne Çirci

8 papers hereh-index 8340 citations16 works total

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

author position
  • first author1
  • middle author6

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cond-mat.mtrl-sci2
  • cs.LG2
  • cs.DL1

identity via Semantic Scholar / OpenAlex

activity
20232026
most cited14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

214 citations · 224 across the 6 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024

Evaluating Morphological Compositional Generalization in Large Language Models

Mete Ismayilzada, Defne Circi, Jonne Sälevä +6

Large language models (LLMs) have demonstrated significant progress in various natural language generation and understanding tasks. However, their linguistic generalization capabil…

cs.CL2024★ 3 cited

Extracting Polymer Nanocomposite Samples from Full-Length Documents

Ghazal Khalighinejad, Defne Circi, L. C. Brinson +1

This paper investigates the use of large language models (LLMs) for extracting sample lists of polymer nanocomposites (PNCs) from full-length materials science research papers. The…

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