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Syntactic Language Change in English and German: Metrics, Parsers, and Convergences
Yanran Chen, Wei Zhao, Anne Breitbarth +3
Many studies have shown that human languages tend to optimize for lower complexity and increased communication efficiency. Syntactic dependency distance, which measures the linear…
I still have Time(s): Extending HeidelTime for German Texts
Andy Lücking, Manuel Stoeckel, Giuseppe Abrami +1
HeidelTime is one of the most widespread and successful tools for detecting temporal expressions in texts. Since HeidelTime's pattern matching system is based on regular expression…
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish
Manuel Stoeckel, Wahed Hemati, Alexander Mehler
The recognition of pharmacological substances, compounds and proteins is an essential preliminary work for the recognition of relations between chemicals and other biomedically rel…
SenseFitting: Sense Level Semantic Specialization of Word Embeddings for Word Sense Disambiguation
Manuel Stoeckel, Sajawel Ahmed, Alexander Mehler
We introduce a neural network-based system of Word Sense Disambiguation (WSD) for German that is based on SenseFitting, a novel method for optimizing WSD. We outperform knowledge-b…