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Knowledge Base Question Answering

1 papers with code · Natural Language Processing
Subtask of Question Answering

Knowledge Base Q&A is the task of answering questions from a knowledge base.

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Greatest papers with code

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

6 Dec 2018dengyang17/MTQA

Second, these two tasks can benefit each other: answer selection can incorporate the external knowledge from knowledge base (KB), while KBQA can be improved by learning contextual information from answer selection. To fulfill the goal of jointly learning these two tasks, we propose a novel multi-task learning scheme that utilizes multi-view attention learned from various perspectives to enable these tasks to interact with each other as well as learn more comprehensive sentence representations.

ANSWER SELECTION KNOWLEDGE BASE QUESTION ANSWERING MULTI-TASK LEARNING