30 citations · 141 across the 14 of their papers we have counts for
15 papers
Aspect-based Document Similarity for Research Papers
Malte Ostendorff, Terry Ruas, Till Blume +2
Traditional document similarity measures provide a coarse-grained distinction between similar and dissimilar documents. Typically, they do not consider in what aspects two document…
QURATOR: Innovative Technologies for Content and Data Curation
Georg Rehm, Peter Bourgonje, Stefanie Hegele +37
In all domains and sectors, the demand for intelligent systems to support the processing and generation of digital content is rapidly increasing. The availability of vast amounts o…
Towards Discourse Parsing-inspired Semantic Storytelling
Georg Rehm, Karolina Zaczynska, Julián Moreno-Schneider +6
Previous work of ours on Semantic Storytelling uses text analytics procedures including Named Entity Recognition and Event Detection. In this paper, we outline our longer-term visi…
Observations on Annotations
Georg Rehm
The annotation of textual information is a fundamental activity in Linguistics and Computational Linguistics. This article presents various observations on annotations. It approach…
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
Georg Rehm, Dimitrios Galanis, Penny Labropoulou +21
With regard to the wider area of AI/LT platform interoperability, we concentrate on two core aspects: (1) cross-platform search and discovery of resources and services; (2) composi…
A Workflow Manager for Complex NLP and Content Curation Pipelines
Julián Moreno-Schneider, Peter Bourgonje, Florian Kintzel +1
We present a workflow manager for the flexible creation and customisation of NLP processing pipelines. The workflow manager addresses challenges in interoperability across various…
The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe
Georg Rehm, Katrin Marheinecke, Stefanie Hegele +44
Multilingualism is a cultural cornerstone of Europe and firmly anchored in the European treaties including full language equality. However, language barriers impacting business, cr…
European Language Grid: An Overview
Georg Rehm, Maria Berger, Ela Elsholz +33
With 24 official EU and many additional languages, multilingualism in Europe and an inclusive Digital Single Market can only be enabled through Language Technologies (LTs). Europea…
Making Metadata Fit for Next Generation Language Technology Platforms: The Metadata Schema of the European Language Grid
Penny Labropoulou, Katerina Gkirtzou, Maria Gavriilidou +12
The current scientific and technological landscape is characterised by the increasing availability of data resources and processing tools and services. In this setting, metadata ha…
Named Entities in Medical Case Reports: Corpus and Experiments
Sarah Schulz, Jurica Ševa, Samuel Rodriguez +2
We present a new corpus comprising annotations of medical entities in case reports, originating from PubMed Central's open access library. In the case reports, we annotate cases, c…
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling
Dmitrii Aksenov, Julián Moreno-Schneider, Peter Bourgonje +3
We explore to what extent knowledge about the pre-trained language model that is used is beneficial for the task of abstractive summarization. To this end, we experiment with condi…
A Dataset of German Legal Documents for Named Entity Recognition
Elena Leitner, Georg Rehm, Julián Moreno-Schneider
We describe a dataset developed for Named Entity Recognition in German federal court decisions. It consists of approx. 67,000 sentences with over 2 million tokens. The resource con…
Orchestrating NLP Services for the Legal Domain
Julián Moreno-Schneider, Georg Rehm, Elena Montiel-Ponsoda +7
Legal technology is currently receiving a lot of attention from various angles. In this contribution we describe the main technical components of a system that is currently under d…
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles
Malte Ostendorff, Terry Ruas, Moritz Schubotz +2
Many digital libraries recommend literature to their users considering the similarity between a query document and their repository. However, they often fail to distinguish what is…
Enriching BERT with Knowledge Graph Embeddings for Document Classification
Malte Ostendorff, Peter Bourgonje, Maria Berger +3
In this paper, we focus on the classification of books using short descriptive texts (cover blurbs) and additional metadata. Building upon BERT, a deep neural language model, we de…