{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,25]],"date-time":"2026-09-25T23:36:35Z","timestamp":1790379395614,"version":"4.1.0"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1109\/asru.2015.7404864","type":"proceedings-article","created":{"date-parts":[[2016,2,12]],"date-time":"2016-02-12T08:55:42Z","timestamp":1455267342000},"page":"757-762","source":"Crossref","is-referenced-by-count":16,"title":["Incremental LSTM-based dialog state tracker"],"prefix":"10.1109","author":[{"given":"Lukas","family":"Zilka","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Filip","family":"Jurcicek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref11","article-title":"LecTrack: Recurrent Neural Network Dialog State Tracker","author":"zilka","year":"2015","journal-title":"Proceedings of the TSD 2015 Conference (to appear)"},{"key":"ref12","article-title":"Comparison of bayesian discriminative and generative models for dialogue state tracking","author":"zilka","year":"2013","journal-title":"Proceedings of SIGDIAL 2013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-4321-0"},{"key":"ref14","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0"},{"key":"ref15","article-title":"Random walks: Training very deep nonlinear feed-forward networks with smart initialization","volume":"abs 1412 6558","author":"sussillo","year":"2014","journal-title":"CoRR"},{"key":"ref16","first-page":"2342","article-title":"An empirical exploration of recurrent network architectures","author":"jozefowicz","year":"0"},{"key":"ref17","article-title":"Fitnets: Hints for thin deep nets","author":"romero","year":"2014","journal-title":"arXiv preprint arXiv 1412 6550"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150464"},{"key":"ref19","first-page":"2654","article-title":"Do deep nets really need to be deep?","author":"ba","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4341"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4338"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4337"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4343"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2225812"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4311"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4340"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4339"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2005.1511821"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3115\/1034678.1034715"},{"key":"ref22","article-title":"Deep Neural Network Approach for the Dialog State Tracking Challenge","author":"henderson","year":"2013","journal-title":"Proceedings of SigDial"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3115\/1609067.1609150"}],"event":{"name":"2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)","location":"Scottsdale, AZ, USA","start":{"date-parts":[[2015,12,13]]},"end":{"date-parts":[[2015,12,17]]}},"container-title":["2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7397480\/7404758\/07404864.pdf?arnumber=7404864","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,22]],"date-time":"2017-03-22T18:46:34Z","timestamp":1490208394000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7404864\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/asru.2015.7404864","relation":{},"subject":[],"published":{"date-parts":[[2015,12]]}}}