Daniel Beck

Katja Hölttä-Otto

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

2022

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

2021

Predicting environmentally responsive transgenerational differential DNA methylated regions (epimutations) in the genome using a hybrid deep-machine learning approach.

[BibT_eX]

[DOI]

BMC Bioinform., 2021

Generating Diverse Descriptions from Semantic Graphs.

[BibT_eX]

[DOI]

Jiuzhou Han

Proceedings of the 14th International Conference on Natural Language Generation, 2021

On the (In)Effectiveness of Images for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

BOSS: Bayesian Optimization over String Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Neural Speech Translation using Lattice Transformations and Graph Networks.

[BibT_eX]

[DOI]

Gholamreza Haffari

Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Accelerated Query Processing Via Similarity Score Prediction.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Unified Neural Architecture for Instrumental Audio Tasks.

[BibT_eX]

[DOI]

Steven Spratley

Proceedings of the IEEE International Conference on Acoustics, 2019

On the Role of Scene Graphs in Image Captioning.

[BibT_eX]

[DOI]

Dalin Wang

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

Modelling Uncertainty in Collaborative Document Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

2018

The role of IT in automotive supplier supply chains.

[BibT_eX]

[DOI]

J. Enterp. Inf. Manag., 2018

Graph-to-Sequence Learning using Gated Graph Neural Networks.

[BibT_eX]

[DOI]

Gholamreza Haffari

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Learning Kernels over Strings using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Modelling Representation Noise in Emotion Analysis using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2016

Word embeddings and discourse information for Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the First Conference on Machine Translation, 2016

SHEF-MIME: Word-level Quality Estimation Using Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the First Conference on Machine Translation, 2016

USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Exploring Prediction Uncertainty in Machine Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015

Learning Structural Kernels for Natural Language Processing.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2015

Seed: a user-friendly tool for exploring and visualizing microbial community data.

[BibT_eX]

[DOI]

Christopher Dennis

James A. Foster

Bioinform., 2015

Machine learning classifiers provide insight into the relationship between microbial communities and bacterial vaginosis.

[BibT_eX]

[DOI]

James A. Foster

BioData Min., 2015

SHEF-NN: Translation Quality Estimation with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

2014

SHEF-Lite 2.0: Sparse Multi-task Gaussian Processes for Translation Quality Estimation.

[BibT_eX]

[DOI]

Kashif Shah

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Applying machine learning techniques in detecting Bacterial Vaginosis.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

GA-based selection of vaginal microbiome features associated with bacterial vaginosis.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Joint Emotion Analysis via Multi-task Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Bayesian Kernel Methods for Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Detecting bacterial vaginosis using machine learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM Southeast Regional Conference, Kennesaw, GA, USA, March 28, 2014

2013

SHEF-Lite: When Less is More for Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Reducing Annotation Effort for Quality Estimation via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Reinforcement learning for Golog programs with first-order state-abstraction.

[BibT_eX]

[DOI]

Gerhard Lakemeyer

Log. J. IGPL, 2012

mcaGUI: microbial community analysis R-Graphical User Interface (GUI).

[BibT_eX]

[DOI]

Christopher J. Williams

Larry J. Forney

Zaid Abdo

Bioinform., 2012

Plan Recognition by Program Execution in Continuous Temporal Domains.

[BibT_eX]

[DOI]

Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Representing Value Functions with Recurrent Binary Decision Diagrams.

[BibT_eX]

[DOI]

Gerhard Lakemeyer

Proceedings of the ECAI 2012, 2012

2011

OTUbase: an R infrastructure package for operational taxonomic unit data.

[BibT_eX]

[DOI]

Matt Settles

James A. Foster

Bioinform., 2011

2010

Design Principles of the Component-Based Robot Software Framework Fawkes.

[BibT_eX]

[DOI]

Proceedings of the Simulation, Modeling, and Programming for Autonomous Robots, 2010

2009

Robust Collision Avoidance in Unknown Domestic Environments.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2009: Robot Soccer World Cup XIII [papers from the 13th annual RoboCup International Symposium, Graz, Austria, June 29, 2009

2008

Landmark-Based Representations for Navigating Holonomic Soccer Robots.

[BibT_eX]

[DOI]