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Nearest Neighbor Search Over Vector Space Representations Of Massive Corpora: An Applicati..
Displaying the most recent project by Daniel Beck.
Displaying the 26 most recent scholarly works by Daniel Beck.
Accelerated query processing via similarity score prediction
M Petri, A Moffat, J Mackenzie, J Shane Culpepper, D Beck
Conference Proceedings | 2019 | Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
Publication rights licensed to ACM. Processing top-k bag-of-words queries is critical to many information retrieval applications, ..
A Unified Neural Architecture for Instrumental Audio Tasks
S Spratley, D Beck, T Cohn
Conference Proceedings | 2019 | ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
© 2019 IEEE. Within Music Information Retrieval (MIR), prominent tasks - including pitch-tracking, source-separation, super-resolu..
Neural Speech Translation using Lattice Transformations and Graph Networks
Daniel Beck, Trevor Cohn, Gholamreza Haffari
Conference Proceedings | 2019 | Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13)
Speech translation systems usually follow a pipeline approach, using word lattices as an intermediate representation. However, pre..
Modelling Uncertainty in Collaborative Document Quality Assessment
Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin
Conference Proceedings | 2019 | Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)
In the context of document quality assessment, previous work has mainly focused on predicting the quality of a document relative t..
Speed-constrained tuning for statistical machine translation using Bayesian optimization
D Beck, A De Gispert, G Iglesias, A Waite, B Byrne
Conference Proceedings | 2016 | 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne
Conference Proceedings | 2016 | Proceedings of NAACL
We address the problem of automatically finding the parameters of a statistical machine translation system that maximize BLEU scor..
USFD at SemEval-2016 task 1: Putting different state-of-the-arts into a box
A Aker, F Blain, A Duque, M Fomicheva, J Seva, K Shah, D Beck
Conference Proceedings | 2016 | Proceedings of SemEval
In this paper we describe our participa-tion in the STS Core subtask which is the determination of the monolingual seman-tic simil..
Lecturer In Nlp
Computing And Information Systems
Doctor of Philosophy
University of Sheffield
Master of Science
Universidade Federal de Sao Carlos
Bachelor of Science
Universidade Federal do Rio Grande do Sul