Tilia Ellendorff — accepted AI-conference papers

2025

Robust Native Language Identification through Agentic Decomposition

Ahmet Yavuz Uluslu, Tannon Kew, Tilia Ellendorff, Gerold Schneider, Rico Sennrich

EMNLP 2025

Large language models (LLMs) often achieve high performance in native language identification (NLI) benchmarks by leveraging superficial contextual clues such as names, locations, and cultural stereotypes, rather than the underlying linguistic patterns indicative of native language (L1) influence. T

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2024

NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries

Simona Emilova Doneva, Tilia Ellendorff, Beate Sick, Jean-Philippe Goldman, Amelia Elaine Cannon, Gerold Schneider +1

EMNLP 2024main

Extracting and aggregating information from clinical trial registries could provide invaluable insights into the drug development landscape and advance the treatment of neurologic diseases. However, achieving this at scale is hampered by the volume of available data and the lack of an annotated corp…

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