no code implementations • EMNLP (NLLP) 2021 • Marco Wrzalik, Dirk Krechel
We present GerDaLIR, a German Dataset for Legal Information Retrieval based on case documents from the open legal information platform Open Legal Data.
no code implementations • 15 Feb 2024 • Marcel Lamott, Yves-Noel Weweler, Adrian Ulges, Faisal Shafait, Dirk Krechel, Darko Obradovic
In this paper we investigate the possibility to use purely text-based LLMs for document-specific tasks by using layout enrichment.
1 code implementation • NAACL 2021 • Marco Wrzalik, Dirk Krechel
Many recent approaches towards neural information retrieval mitigate their computational costs by using a multi-stage ranking pipeline.
no code implementations • NFORMATIK 2020 2020 • Melina Meyer, Jenny Frey, Tamino Laub, Marco Wrzalik, Dirk Krechel
The second model takes advantage of BERT, a state-of-the-art language representation model, to generate context-sensitive passage embeddings.