Search Results for author: Nicolas Lell

Found 4 papers, 4 papers with code

Text Role Classification in Scientific Charts Using Multimodal Transformers

1 code implementation8 Feb 2024 Hye Jin Kim, Nicolas Lell, Ansgar Scherp

The models are evaluated on various chart datasets, and results show that LayoutLMv3 outperforms UDOP in all experiments.

Data Augmentation Document Layout Analysis

Fine-Tuning Language Models for Scientific Writing Support

1 code implementation19 Jun 2023 Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffman, Nicolas Lell, Ansgar Scherp

Firstly, we propose a regression model trained on a corpus of scientific sentences extracted from peer-reviewed scientific papers and non-scientific text to assign a score that indicates the scientificness of a sentence.

Sentence

Memorization of Named Entities in Fine-tuned BERT Models

1 code implementation7 Dec 2022 Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp

One such risk is training data extraction from language models that have been trained on datasets, which contain personal and privacy sensitive information.

Memorization Privacy Preserving +4

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