A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling

The atis spoken language systems pilot corpus

Charles T Hemphill, John J Godfrey, and George R Doddington. 1990 · 1990

Earlier work this paper cites.

Optimizing svms for complex call classification

Patrick Haffner, Gokhan Tur, and Jerry H Wright. 2003 · 2003

Earlier work this paper cites.

Generative and discriminative algorithms for spoken language understanding

Christian Raymond and Giuseppe Riccardi. 2007 · 2007

Earlier work this paper cites.

Spoken language understanding: Systems for extracting semantic information from speech

Gokhan Tur and Renato De Mori. 2011 · 2011

Earlier work this paper cites.

Adam: A method for stochastic optimization

Original

Diederik P Kingma and Jimmy Ba. 2014 · 2014

Earlier work this paper cites.

Spoken language understanding using long short-term memory neural networks

Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, and Yangyang Shi. 2014 · 2014

Cited alongside, same era.

Recurrent convolutional neural networks for text classification

Siwei Lai, Liheng Xu, Kang Liu, and Jun Zhao. 2015 · 2015

Cited alongside, same era.

Syntax or semantics? knowledge-guided joint semantic frame parsing

Yun-Nung Chen, Dilek Hakanni-Tür, Gokhan Tur, Asli Celikyilmaz, Jianfeng Guo, and Li Deng. 2016a · 2016

Cited alongside, same era.

Multi-domain joint semantic frame parsing using bi-directional rnn-lstm

Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, and Ye-Yi Wang. 2016 · 2016

Cited alongside, same era.

End-to-end memory networks with knowledge carryover for multi-turn spoken language understanding

Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, and Li Deng. 2016b

Cited in the paper.

Attention-based recurrent neural network models for joint intent detection and slot filling

Original

Bing Liu and Ian Lane. 2016 · 2016

Later among the works it cites.

A joint model of intent determination and slot filling for spoken language understanding

Xiaodong Zhang and Houfeng Wang. 2016 · 2016

Later among the works it cites.

Snips voice platform: an embedded spoken language understanding system for private-by-design voice interfaces

Original

Alice Coucke, Alaa Saade, Adrien Ball, Théodore Bluche, Alexandre Caulier, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, et al. 2018 · 2018

Later among the works it cites.

Slot-gated modeling for joint slot filling and intent prediction

Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, and Yun-Nung Chen. 2018 · 2018

Later among the works it cites.