15 citations · 37 across the 4 of their papers we have counts for
5 papers
Implicit Discourse Relation Classification For Nigerian Pidgin
Muhammed Saeed, Peter Bourgonje, Vera Demberg
Despite attempts to make Large Language Models multi-lingual, many of the world's languages are still severely under-resourced. This widens the performance gap between NLP and AI a…
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…
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…
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…
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…