Matthew Henderson

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	All	Since 2016
Citations	2377	2021
h-index	20	18
i10-index	27	22

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20132014201520162017201820192020202122 113 199 296 257 434 489 537 7

Co-authors

Steve YoungProfessor of Information EngineeringVerified email at eng.cam.ac.uk
Jason D. WilliamsAppleVerified email at apple.com
Milica GasicProfessor, Heinrich-Heine-University DüsseldorfVerified email at hhu.de
Pirros TsiakoulisInnoeticsVerified email at innoetics.com
Dongho KimPROWLER.ioVerified email at prowler.io
Catherine BreslinAmazonVerified email at catherinebreslin.co.uk
Ivan VulićSenior Research Associate, University of Cambridge & PolyAIVerified email at cam.ac.uk
Martin SzummerUniversity of CambridgeVerified email at cam.ac.uk
Antoine RauxResearch Scientist, FacebookVerified email at fb.com
Pei-Hao SuPolyAI, University of CambridgeVerified email at cam.ac.uk
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Tsung-Hsien WenPolyAI, University of CambridgeVerified email at poly-ai.com
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at cam.ac.uk
Iñigo CasanuevaPolyAI, University of cambridgeVerified email at cam.ac.uk
Alan W BlackProfessor, Language Technologies Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Deepak RamachandranGoogle ResearchVerified email at google.com
Rafael E. BanchsResearch Scientist, Institute for Infocomm Research, SingaporeVerified email at i2r.a-star.edu.sg
Luis Fernando D'HaroSpeech Technology Group - Universidad Politécnica de MadridVerified email at die.upm.es
Brian StropeMusician and ComposerVerified email at musicbybrianpatrick.com

Matthew Henderson

PolyAI

Verified email at poly-ai.com - Homepage

Conversational AI Dialogue Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The second dialog state tracking challenge M Henderson, B Thomson, JD Williams Proceedings of the 15th annual meeting of the special interest group on …, 2014	388	2014
The dialog state tracking challenge series JD Williams, M Henderson, A Raux, B Thomson, A Black, ... AI Magazine 35 (4), 121-124, 2014	328	2014
Word-Based Dialog State Tracking with Recurrent Neural Networks M Henderson, B Thomson, S Young SIGdial, 2014	265	2014
Deep neural network approach for the dialog state tracking challenge M Henderson, B Thomson, S Young Proceedings of the SIGDIAL 2013 Conference, 467-471, 2013	143	2013
The third dialog state tracking challenge M Henderson, B Thomson, JD Williams 2014 IEEE Spoken Language Technology Workshop (SLT), 324-329, 2014	122	2014
The dialog state tracking challenge series: A review JD Williams, A Raux, M Henderson Dialogue & Discourse 7 (3), 4-33, 2016	120	2016
Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation M Henderson, B Thomson, S Young 2014 IEEE Spoken Language Technology Workshop (SLT), 360-365, 2014	115	2014
The fourth dialog state tracking challenge S Kim, LF D’Haro, RE Banchs, JD Williams, M Henderson Dialogues with Social Robots, 435-449, 2017	95	2017
Discriminative Spoken Language Understanding Using Word Confusion Networks M Henderson, M Gašic, B Thomson, P Tsiakoulis, K Yu, S Young	91	2012
Efficient Natural Language Response Suggestion for Smart Reply M Henderson, R Al-Rfou, B Strope, Y Sung, L Lukacs, R Guo, S Kumar, ... https://arxiv.org/abs/1705.00652, 2017	81	2017
On-line policy optimisation of bayesian spoken dialogue systems via human interaction M Gašić, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ... 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013	80	2013
POMDP-based dialogue manager adaptation to extended domains M Gašic, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ...	77	2013
Machine learning for dialog state tracking: A review M Henderson	66	2015
The fifth dialog state tracking challenge S Kim, LF D'Haro, RE Banchs, JD Williams, M Henderson, K Yoshino 2016 IEEE Spoken Language Technology Workshop (SLT), 511-517, 2016	59	2016
Incremental on-line adaptation of POMDP-based dialogue managers to extended domains M Gašic, D Kim, P Tsiakoulis, C Breslin, M Henderson, M Szummer, ... Interspeech, 2014	45	2014
Convert: Efficient and accurate conversational representations from transformers M Henderson, I Casanueva, N Mrkšić, PH Su, TH Wen, I Vulić arXiv preprint arXiv:1911.03688, 2019	32	2019
Training Neural Response Selection for Task-Oriented Dialogue Systems M Henderson, I Vulić, D Gerz, I Casanueva, P Budzianowski, S Coope, ... ACL, 2019	26	2019
A Repository of Conversational Datasets M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ... 1st Workshop on Natural Language Processing for Conversational AI, 2019	26	2019
Discriminative Methods for Statistical Spoken Dialogue Systems M Henderson University of Cambridge, 2015	20	2015
N-best error simulation for training spoken dialogue systems B Thomson, M Gasic, M Henderson, P Tsiakoulis, S Young 2012 IEEE Spoken Language Technology Workshop (SLT), 37-42, 2012	20	2012

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