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Defne Circi

2 accepted papers

2025

Evaluating Morphological Compositional Generalization in Large Language Models

NAACL 2025long

Large language models (LLMs) have demonstrated significant progress in various natural language generation and understanding tasks. However, their linguistic generalization capabilities remain questionable, raising doubts about whether these models learn language similarly to humans. While humans ex…

2024

Extracting Polymer Nanocomposite Samples from Full-Length Documents

ACL 2024findings

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 challenge lies in the complex nature of PNC samples, which have numerous attributes scattered throughout the text. The…