Authors
Sebastian Walter, Christina Unger, Philipp Cimiano, Daniel Bär
Publication date
2012
Conference
The Semantic Web–ISWC 2012: 11th International Semantic Web Conference, Boston, MA, USA, November 11-15, 2012, Proceedings, Part II 11
Pages
362-374
Publisher
Springer Berlin Heidelberg
Description
We present a question answering system architecture which processes natural language questions in a pipeline consisting of five steps: i) question parsing and query template generation, ii) lookup in an inverted index, iii) string similarity computation, iv) lookup in a lexical database in order to find synonyms, and v) semantic similarity computation. These steps are ordered with respect to their computational effort, following the idea of layered processing: questions are passed on along the pipeline only if they cannot be answered on the basis of earlier processing steps, thereby invoking computationally expensive operations only for complex queries that require them. In this paper we present an evaluation of the system on the dataset provided by the 2nd Open Challenge on Question Answering over Linked Data (QALD-2). The main, novel contribution is a systematic empirical investigation of the impact of …
Total citations
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Scholar articles
S Walter, C Unger, P Cimiano, D Bär - The Semantic Web–ISWC 2012: 11th International …, 2012