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01/23/2023
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning
Most Transformer language models are primarily pretrained on English tex...
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04/29/2022
User Experience Design for Automatic Credibility Assessment of News Content About COVID-19
The increasingly rapid spread of information about COVID-19 on the web c...
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03/28/2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers
Document embeddings and similarity measures underpin content-based recom...
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03/17/2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
Transformer-based language models usually treat texts as linear sequence...
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02/14/2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Learning scientific document representations can be substantially improv...
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04/28/2021
Evaluating Document Representations for Content-based Legal Literature Recommendations
Recommender systems assist legal professionals in finding relevant liter...
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10/13/2020
Aspect-based Document Similarity for Research Papers
Traditional document similarity measures provide a coarse-grained distin...
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04/25/2020
QURATOR: Innovative Technologies for Content and Data Curation
In all domains and sectors, the demand for intelligent systems to suppor...
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04/25/2020
Towards Discourse Parsing-inspired Semantic Storytelling
Previous work of ours on Semantic Storytelling uses text analytics proce...
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04/21/2020
Observations on Annotations
The annotation of textual information is a fundamental activity in Lingu...
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04/17/2020
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
With regard to the wider area of AI/LT platform interoperability, we con...
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04/16/2020
A Workflow Manager for Complex NLP and Content Curation Pipelines
We present a workflow manager for the flexible creation and customisatio...
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03/30/2020
The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe
Multilingualism is a cultural cornerstone of Europe and firmly anchored ...
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03/30/2020
European Language Grid: An Overview
With 24 official EU and many additional languages, multilingualism in Eu...
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03/30/2020
Making Metadata Fit for Next Generation Language Technology Platforms: The Metadata Schema of the European Language Grid
The current scientific and technological landscape is characterised by t...
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03/29/2020
Named Entities in Medical Case Reports: Corpus and Experiments
We present a new corpus comprising annotations of medical entities in ca...
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03/29/2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling
We explore to what extent knowledge about the pre-trained language model...
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03/29/2020
A Dataset of German Legal Documents for Named Entity Recognition
We describe a dataset developed for Named Entity Recognition in German f...
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03/28/2020
Orchestrating NLP Services for the Legal Domain
Legal technology is currently receiving a lot of attention from various ...
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03/22/2020
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles
Many digital libraries recommend literature to their users considering t...
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09/18/2019