{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T20:01:22Z","timestamp":1760385682634},"reference-count":4,"publisher":"MIT Press - Journals","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["TACL"],"published-print":{"date-parts":[[2015,12]]},"abstract":"<jats:p> Semantic parsers conventionally construct logical forms bottom-up in a fixed order, resulting in the generation of many extraneous partial logical forms. In this paper, we combine ideas from imitation learning and agenda-based parsing to train a semantic parser that searches partial logical forms in a more strategic order. Empirically, our parser reduces the number of constructed partial logical forms by an order of magnitude, and obtains a 6x-9x speedup over fixed-order parsing, while maintaining comparable accuracy. <\/jats:p>","DOI":"10.1162\/tacl_a_00157","type":"journal-article","created":{"date-parts":[[2018,12,28]],"date-time":"2018-12-28T15:44:35Z","timestamp":1546011875000},"page":"545-558","source":"Crossref","is-referenced-by-count":23,"title":["Imitation Learning of Agenda-based Semantic Parsers"],"prefix":"10.1162","volume":"3","author":[{"given":"Jonathan","family":"Berant","sequence":"first","affiliation":[{"name":"Stanford University,"}]},{"given":"Percy","family":"Liang","sequence":"additional","affiliation":[{"name":"Stanford University,"}]}],"member":"281","reference":[{"key":"p_7","volume":"201","author":"Bordes A.","journal-title":"J. Weston."},{"key":"p_23","volume":"200","author":"Wong Y. W.","journal-title":"J. Mooney."},{"key":"p_26","volume":"201","author":"Yih W.","journal-title":"J. Gao."},{"key":"p_27","volume":"199","author":"Zelle M.","journal-title":"J. Mooney."}],"container-title":["Transactions of the Association for Computational Linguistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/tacl_a_00157","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T21:38:48Z","timestamp":1615585128000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/tacl\/article\/43293"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":4,"alternative-id":["10.1162\/tacl_a_00157"],"URL":"https:\/\/doi.org\/10.1162\/tacl_a_00157","relation":{},"ISSN":["2307-387X"],"issn-type":[{"value":"2307-387X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,12]]}}}