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10/27/2022
Towards Language-driven Scientific AI
Inspired by recent and revolutionary developments in AI, particularly in...
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10/07/2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: Four ESA Case Studies
The European Space Agency is well known as a powerful force for scientif...
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10/07/2022
Generating Quizzes to Support Training on Quality Management and Assurance in Space Science and Engineering
Quality management and assurance is key for space agencies to guarantee ...
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10/07/2022
SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts
We present SpaceQA, to the best of our knowledge the first open-domain Q...
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04/13/2021
On the Impact of Knowledge-based Linguistic Annotations in the Quality of Scientific Embeddings
In essence, embedding algorithms work by optimizing the distance between...
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04/13/2021
Understanding Transformers for Bot Detection in Twitter
In this paper we shed light on the impact of fine-tuning over social med...
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01/20/2021
Classifying Scientific Publications with BERT – Is Self-Attention a Feature Selection Method?
We investigate the self-attention mechanism of BERT in a fine-tuning sce...
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10/01/2020
ISAAQ – Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
Textbook Question Answering is a complex task in the intersection of Mac...
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08/28/2020
Linked Credibility Reviews for Explainable Misinformation Detection
In recent years, misinformation on the Web has become increasingly rampa...
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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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09/24/2019
Assessing the Lexico-Semantic Relational Knowledge Captured by Word and Concept Embeddings
Deep learning currently dominates the benchmarks for various NLP tasks a...
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09/19/2019
Look, Read and Enrich. Learning from Scientific Figures and their Captions
Compared to natural images, understanding scientific figures is particul...
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09/27/2018
Enabling FAIR Research in Earth Science through Research Objects
Data-intensive science communities are progressively adopting FAIR pract...
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04/05/2018
Not just about size - A Study on the Role of Distributed Word Representations in the Analysis of Scientific Publications
The emergence of knowledge graphs in the scholarly communication domain ...
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10/16/2017