1 code implementation • EMNLP 2021 • Leon Weber, Jannes Münchmeyer, Samuele Garda, Ulf Leser
Deriving and modifying graphs from natural language text has become a versatile basis technology for information extraction with applications in many subfields, such as semantic parsing or knowledge graph construction.
2 code implementations • 17 Aug 2020 • Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
Summary: Named Entity Recognition (NER) is an important step in biomedical information extraction pipelines.
1 code implementation • ACL 2019 • Leon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser, Tim Rocktäschel
In contrast, neural models can cope very well with ambiguity by learning distributed representations of words and their composition from data, but lead to models that are difficult to interpret.