KnowGL: Knowledge Generation and Linking from Text

We propose KnowGL, a tool that allows converting text into structured relational data represented as set of ABox assertions compliant with the TBox given Knowledge Graph (KG), such Wikidata. address this problem sequence generation task by leveraging pre-trained sequence-to-sequence language models, e.g. BART. Given sentence, we fine-tune models to detect pairs entity mentions and jointly generate facts consisting full semantic annotations for KG, labels, types, their relationships. To showcase capabilities our tool, build web application UI widgets help users navigate through extracted from input text. make KnowGL model available at https://huggingface.co/ibm/knowgl-large.