Lingua Franca — Entity-Aware Machine Translation Approach for Question Answering over Knowledge…

Lingua Franca — Entity-Aware Machine Translation Approach for Question Answering over Knowledge Graphs

Towards a lingua franca for knowledge graph question answering systems

TLDR

Machine Translation (MT) can enhance existing Question Answering (QA) systems, which have limited language capabilities, by enabling them to support multiple languages. However, there is one major drawback of MT — often, it fails at translating named entities that are not translatable word-by-word. For example, the German title of the movie “The Pope Must Die” is …

ai capabilities enabling graph information-retrieval knowledge knowledge graph language languages lingua franca machine machine translation major multiple nlp question question answering support systems them translation