11 citations · 11 across the 1 of their papers we have counts for
5 papers
On the Semantic Interpretability of Artificial Intelligence Models
Vivian S. Silva, André Freitas, Siegfried Handschuh
Artificial Intelligence models are becoming increasingly more powerful and accurate, supporting or even replacing humans' decision making. But with increased power and accuracy als…
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition
Vivian S. Silva, André Freitas, Siegfried Handschuh
Natural language definitions of terms can serve as a rich source of knowledge, but structuring them into a comprehensible semantic model is essential to enable them to be used in s…
Semantic Relation Classification: Task Formalisation and Refinement
Vivian S. Silva, Manuela Hürliman, Brian Davis +2
The identification of semantic relations between terms within texts is a fundamental task in Natural Language Processing which can support applications requiring a lightweight sema…
Categorization of Semantic Roles for Dictionary Definitions
Vivian S. Silva, Siegfried Handschuh, André Freitas
Understanding the semantic relationships between terms is a fundamental task in natural language processing applications. While structured resources that can express those relation…
Word Tagging with Foundational Ontology Classes: Extending the WordNet-DOLCE Mapping to Verbs
Vivian S. Silva, André Freitas, Siegfried Handschuh
Semantic annotation is fundamental to deal with large-scale lexical information, mapping the information to an enumerable set of categories over which rules and algorithms can be a…