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Knowledge Base Question Answering

3 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

Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories

SEMEVAL 2018 UKPLab/starsem2018-entity-linking

We investigate entity linking in the context of a question answering task and present a jointly optimized neural architecture for entity mention detection and entity disambiguation that models the surrounding context on different levels of granularity.

ENTITY LINKING KNOWLEDGE BASE QUESTION ANSWERING

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.

ANSWER SELECTION KNOWLEDGE BASE QUESTION ANSWERING MULTI-TASK LEARNING