Daniel Beck

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	All	Since 2016
Citations	346	314
h-index	9	8
i10-index	8	7

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20122013201420152016201720182019202020211 5 12 14 36 40 31 86 116 3

Co-authors

Trevor CohnSchool of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Lucia SpeciaProfessor, Imperial College London and University of SheffieldVerified email at sheffield.ac.uk
Kashif ShahSenior Research Scientist @ Amazon AIVerified email at amazon.com
Gustavo Henrique PaetzoldAdjunct Professor at the Federal University of Technology - ParanáVerified email at utfpr.edu.br
Frédéric BlainLecturer at University of WolverhamptonVerified email at wlv.ac.uk
Carolina ScartonAcademic Fellow, NLP group / GATE group, University of SheffieldVerified email at sheffield.ac.uk
Joel MackenzieSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
J. Shane CulpepperRMIT UniversityVerified email at rmit.edu.au
Alistair MoffatSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Matthias PetriComputing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Adrià de GispertPrincipal Scientist (Amazon)Verified email at amazon.com
Gonzalo IglesiasSenior Research Scientist at SDL CambridgeVerified email at sdl.com
Andreas VlachosSenior Lecturer, University of CambridgeVerified email at cam.ac.uk
Bill ByrneProfessor in Information Engineering, Cambridge UniversityVerified email at eng.cam.ac.uk
Steven SpratleyPhD candidate, School of Computing and Information Systems, The University of MelbourneVerified email at student.unimelb.edu.au
Bahar SalehiThe University of MelbourneVerified email at student.unimelb.edu.au
Jianzhong QiSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Aili ShenComputing and Information System, The University of MelbourneVerified email at student.unimelb.edu.au
Timothy BaldwinSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Helena CaseliUniversidade Federal de São CarlosVerified email at dc.ufscar.br

Daniel Beck

Lecturer, School of Computing and Information Systems, The University of Melbourne

Verified email at unimelb.edu.au - Homepage

Artifical Intelligence Natural Language Processing Machine Learning


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Graph-to-Sequence Learning using Gated Graph Neural Networks D Beck, G Haffari, T Cohn Proceedings of ACL, 2018	142	2018
Joint Emotion Analysis via Multi-task Gaussian Processes D Beck, T Cohn, L Specia Proceedings of the Conference on Empirical Methods in Natural Language …, 2014	36	2014
SHEF-Lite: When less is more for translation quality estimation D Beck, K Shah, T Cohn, L Specia Proceedings of the Eighth Workshop on Statistical Machine Translation, 337-342, 2013	25	2013
SHEF-NN: Translation Quality Estimation with Neural Networks K Shah, V Logacheva, GH Paetzold, F Blain, D Beck, F Bougares, ... Proceedings of the Tenth Workshop on Statistical Machine Translation, 342-347, 2015	23	2015
Word embeddings and discourse information for Quality Estimation C Scarton, D Beck, K Shah, KS Smith, L Specia Proceedings of the First Conference on Machine Translation: Volume 2, Shared …, 2016	14	2016
Learning Structural Kernels for Natural Language Processing D Beck, T Cohn, C Hardmeier, L Specia Transactions of the Association of Computational Linguistics 3 (1), 2015	14	2015
SHEF-Lite 2.0: Sparse multi-task gaussian processes for translation quality estimation D Beck, K Shah, L Specia Proceedings of the Ninth Workshop on Statistical Machine Translation …, 2014	13	2014
Exploring Prediction Uncertainty in Machine Translation Quality Estimation D Beck, L Specia, T Cohn Proceedings of The 20th SIGNLL Conference on Computational Natural Language …, 2016	10	2016
Learning Kernels over Strings using Gaussian Processes D Beck, T Cohn Proceedings of the Eighth International Joint Conference on Natural Language …, 2017	9	2017
Modelling Representation Noise in Emotion Analysis using Gaussian Processes D Beck Proceedings of the Eighth International Joint Conference on Natural Language …, 2017	8	2017
Reducing Annotation Effort for Quality Estimation via Active Learning D Beck, L Specia, T Cohn Proceedings of 51st Annual Meeting of the Association for Computational …, 2013	8	2013
Accelerated Query Processing Via Similarity Score Prediction M Petri, A Moffat, J Mackenzie, JS Culpepper, D Beck Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019	7	2019
On the Role of Scene Graphs in Image Captioning D Wang, D Beck, T Cohn Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world …, 2019	4	2019
Modelling Uncertainty in Collaborative Document Quality Assessment A Shen, D Beck, B Salehi, J Qi, T Baldwin Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019 …, 2019	4	2019
Neural Speech Translation using Lattice Transformations and Graph Networks D Beck, T Cohn, G Haffari Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural …, 2019	4	2019
A Unified Neural Architecture for Instrumental Audio Tasks S Spratley, D Beck, T Cohn ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	4	2019
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization D Beck, A de Gispert, G Iglesias, A Waite, B Byrne Proceedings of the Conference of the North American Chapter of the …, 2016	4	2016
SHEF-MIME: Word-level Quality Estimation Using Imitation Learning D Beck, A Vlachos, GH Paetzold, L Specia Proceedings of the First Conference on Machine Translation, Berlin, Germany …, 2016	4	2016
Syntax-based Statistical Machine Translation using Tree Automata and Tree Transducers DE Beck Proceedings of the ACL Student Session, 36-40, 2011	4	2011
Gaussian Processes for Text Regression DE Beck University of Sheffield, 2017	3	2017

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