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Improving Question Answering byCombining Multiple Systems Via Answer Validation

机译:通过回答验证,改进问题回答通过回答验证来解决多个系统

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Nowadays there exist several kinds of question answering systems. According to recent evaluation results, most of these systems are complementary (i.e., each one is better than the others in answering some specific type of questions). This fact indicates that a pertinent combination of various systems may allow improving the best individual result. This paper focuses on this problem. It proposes using an answer validation method to handle this combination. The main advantage of this approach is that it does not rely on internal system's features nor depend on external answer's redundancies. Experimental results confirm the appropriateness of our proposal. They mainly show that it outperforms individual system's results as well as the precision obtained by a redundancy-based combination strategy.
机译:如今存在几种问题应答系统。根据最近的评估结果,大多数这些系统是互补的(即,每个系统都比其他人更好地回答某些特定类型的问题)。这一事实表明各种系统的相关组合可以允许提高最佳个体结果。本文侧重于这个问题。它建议使用答案验证方法来处理此组合。这种方法的主要优点是它不依赖于内部系统的特征,也不依赖于外部答案的冗余。实验结果证实了我们提案的适当性。他们主要表明它优于各个系统的结果以及通过基于冗余的组合策略获得的精度。

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