BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering

arXiv:2404.03528v1 Announce Type: cross
Abstract: Knowledge Graphs (KGs) have proven essential in information processing and reasoning applications because they link related entities and give context-rich information, supporting efficient information retrieval and knowledge discovery; presenting information flow in a very effective manner. Despite being widely used globally, Bangla is relatively underrepresented in KGs due to a lack of comprehensive datasets, encoders, NER (named entity recognition) models, POS (part-of-speech) taggers, and lemmatizers, hindering efficient information processing and reasoning applications in the language. …

abstract applications arxiv bangla construction context cs.cl cs.ir cs.lg cs.ne cs.si discovery filtering flow graph graphs information knowledge knowledge graph knowledge graphs presenting processing reasoning retrieval semantic type