4 papers
The Impact of Editorial Intervention on Detecting Native Language Traces
Ahmet Yavuz Uluslu, Mark Gales, Kate Knill +1
Native Language Identification (NLI) is the task of determining an author's native language (L1) from their non-native writing. With the advent of human-AI co-authorship, learner t…
Neurocomputational Mechanisms of Syntactic Transfer in Bilingual Sentence Production
Ahmet Yavuz Uluslu, Elliot Murphy
We discuss the benefits of incorporating oscillatory neural mechanisms into the study of bilingual production errors and their traditionally documented timing signatures (e.g., eve…
Robust Native Language Identification through Agentic Decomposition
Ahmet Yavuz Uluslu, Tannon Kew, Tilia Ellendorff +2
Large language models (LLMs) often achieve high performance in native language identification (NLI) benchmarks by leveraging superficial contextual clues such as names, locations,…
Scaling Native Language Identification with Transformer Adapters
Ahmet Yavuz Uluslu, Gerold Schneider
Native language identification (NLI) is the task of automatically identifying the native language (L1) of an individual based on their language production in a learned language. It…