Search Results for author: Dirk Krechel

Found 4 papers, 1 papers with code

GerDaLIR: A German Dataset for Legal Information Retrieval

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.

Information Retrieval Retrieval

LAPDoc: Layout-Aware Prompting for Documents

no code implementations15 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.

document understanding Optical Character Recognition (OCR)

CoRT: Complementary Rankings from Transformers

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.

Passage Retrieval Re-Ranking +1

Citcom – Citation Recommendation

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.

Citation Recommendation Feature Engineering

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