15] • 文・語彙数いずれも小規模 • 評価指標は,論理式𝑦による推論結果 Ƹ 𝑧の正解率(acc.)を採用 データセット クエリ数 知識ベース クエリの例 Geoquery 880 U.S. geography Which states border texas? ATIS 4,921 Flight Reservation Show me all the flights to Baltimore after six o’clock pm. OVERNIGHT 801~4,419 Scheduler, Restaurant, Basketball,… Show me the meeting starting latest in the day.
generation: Question answering with knowledge base. In: ACL2015. 2015. [Jia+ 16] Data recombination for neural semantic parsing. In: ACL2016. 2016. [Dong+ 16] Language to logical form with neural attention. In: ACL2016. 2016. [Zelle+ 96] Learning to parse database queries using inductive logic programming. In AAAI/IAAI. AAAI Press/MIT Press, Portland, OR, pages 1050–1055. 1996. [He+ 05] Semantic processing using the hidden vector state model. Computer Speech Language 19(1):85 – 106. 2005. [Wang+ 15] Building a semantic parser overnight. In: ACL2015. 2015.