Daniel Beck

72 papers A* 3A 4B 3C 3Misc 7Journal 26Unranked 24
YearRankTypeTitle / Venue / Authors
2026 — conf
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation.
EACL (Findings)
Yulia Otmakhova, Thinh Hung Truong, Rahmad Mahendra, Zenan Zhai, Rongxin Zhu, Daniel Beck, Jey Han Lau
2025 J jnl
Enriched knowledge representation in biological fields: a case study of literature-based discovery in Alzheimer's disease.
J. Biomed. Semant.
Yiyuan Pu, Daniel Beck, Karin Verspoor
2025 J jnl
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation.
CoRR
Yulia Otmakhova, Hung-Thinh Truong, Rahmad Mahendra, Zenan Zhai, Rongxin Zhu, Daniel Beck, Jey Han Lau
2025 J jnl
Zero-Shot Performance Prediction for Probabilistic Scaling Laws.
CoRR
Viktoria Schram, Markus Hiller, Daniel Beck, Trevor Cohn
2024 — conf
Intervention extraction in preclinical animal studies of Alzheimer's Disease: Enhancing regex performance with language model-based filtering.
BioNLP@ACL
Yiyuan Pu, Kaitlyn Hair, Daniel Beck, Mike Conway, Malcolm MacLeod, Karin Verspoor
2023 — —
Bedeutung und Nutzen von Predictive Analytics für metallbasierte additive Fertigungssysteme.
Daniel Beck
2023 J jnl
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis.
NeuroImage
Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey
2023 J jnl
Graph embedding-based link prediction for literature-based discovery in Alzheimer's Disease.
J. Biomed. Informatics
Yiyuan Pu, Daniel Beck, Karin Verspoor
2023 — conf
MMT's Submission for the WMT 2023 Quality Estimation Shared Task.
WMT
Yulong Wu, Viktor Schlegel, Daniel Beck, Riza Batista-Navarro
2023 J jnl
Modelling Emotion Dynamics in Song Lyrics with State Space Models.
Trans. Assoc. Comput. Linguistics
Yingjin Song, Daniel Beck
2023 J jnl
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
2023 — conf
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records.
CLEF (Working Notes)
Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic
2023 J jnl
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records.
CoRR
Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic
2023 J jnl
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models.
CoRR
Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
2023 A conf
Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks.
EACL
Viktoria Schram, Daniel Beck, Trevor Cohn
2023 Misc conf
Predicting Empathic Accuracy from User-Designer Interviews.
ALTA
Steven Nguyen Fataliyev, Daniel Beck, Katja Hölttä-Otto
2023 — conf
Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models.
BioNLP@ACL
Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
2022 J jnl
Modelling Emotion Dynamics in Song Lyrics with State Space Models.
CoRR
Yingjin Song, Daniel Beck
2022 J jnl
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression.
Trans. Assoc. Comput. Linguistics
Yuxia Wang, Daniel Beck, Karin Verspoor, Timothy Baldwin
2021 Misc conf
Evaluating Hierarchical Document Categorisation.
ALTA
Qian Sun, Aili Shen, Hiyori Yoshikawa, Chunpeng Ma, Daniel Beck, Tomoya Iwakura, Timothy Baldwin
2021 B conf
Generating Diverse Descriptions from Semantic Graphs.
INLG
Jiuzhou Han, Daniel Beck, Trevor Cohn
2021 J jnl
Generating Diverse Descriptions from Semantic Graphs.
CoRR
Jiuzhou Han, Daniel Beck, Trevor Cohn
2021 A conf
On the (In)Effectiveness of Images for Text Classification.
EACL
Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
2021 J jnl
Predicting environmentally responsive transgenerational differential DNA methylated regions (epimutations) in the genome using a hybrid deep-machine learning approach.
BMC Bioinform.
Pegah Mavaie, Lawrence Holder, Daniel Beck, Michael K. Skinner
2021 Misc ed.
Proceedings of the 18th Annual Workshop of the Australasian Language Technology Association, ALTA 2020, online, January 14-15, 2021
ALTA
Maria Kim, Daniel Beck, Meladel Mistica
2020 A* conf
BOSS: Bayesian Optimization over String Spaces.
NeurIPS
Henry B. Moss, David S. Leslie, Daniel Beck, Javier González, Paul Rayson
2020 J jnl
BOSS: Bayesian Optimization over String Spaces.
CoRR
Henry B. Moss, Daniel Beck, Javier González, David S. Leslie, Paul Rayson
2020 Misc conf
Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements.
ALTA
Meladel Mistica, Geordie Z. Zhang, Hui Chia, Kabir Manandhar Shrestha, Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin, Daniel Beck
2020 — ed.
Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020 - Tutorial Abstracts, Barcelona, Spain (Online), December 12, 2020
COLING (Tutorial)
Lucia Specia, Daniel Beck
2020 — conf
UOM-FJ at the NTCIR-15 SHINRA2020-ML Task.
NTCIR
Hiyori Yoshikawa, Chunpeng Ma, Aili Shen, Qian Sun, Chenbang Huang, Guillaume Pelat, Akiva Miura, Daniel Beck, Timothy Baldwin, Tomoya Iwakura
2019 Misc conf
A Unified Neural Architecture for Instrumental Audio Tasks.
ICASSP
Steven Spratley, Daniel Beck, Trevor Cohn
2019 J jnl
A Unified Neural Architecture for Instrumental Audio Tasks.
CoRR
Steven Spratley, Daniel Beck, Trevor Cohn
2019 A* conf
Accelerated Query Processing Via Similarity Score Prediction.
SIGIR
Matthias Petri, Alistair Moffat, Joel M. Mackenzie, J. Shane Culpepper, Daniel Beck
2019 — conf
Modelling Uncertainty in Collaborative Document Quality Assessment.
W-NUT@EMNLP
Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin
2019 — conf
Neural Speech Translation using Lattice Transformations and Graph Networks.
TextGraphs@EMNLP
Daniel Beck, Trevor Cohn, Gholamreza Haffari
2019 — conf
On the Role of Scene Graphs in Image Captioning.
LANTERN@EMNLP-IJCNLP
Dalin Wang, Daniel Beck, Trevor Cohn
2018 — conf
Graph-to-Sequence Learning using Gated Graph Neural Networks.
ACL (1)
Daniel Beck, Gholamreza Haffari, Trevor Cohn
2018 J jnl
Graph-to-Sequence Learning using Gated Graph Neural Networks.
CoRR
Daniel Beck, Gholamreza Haffari, Trevor Cohn
2018 J jnl
The role of IT in automotive supplier supply chains.
J. Enterp. Inf. Manag.
Christoph Fuchs, Daniel Beck, Bernhard Lienland, Florian Kellner
2017 — conf
Learning Kernels over Strings using Gaussian Processes.
IJCNLP(2)
Daniel Beck, Trevor Cohn
2017 — conf
Modelling Representation Noise in Emotion Analysis using Gaussian Processes.
IJCNLP(2)
Daniel Beck
2016 B conf
Exploring Prediction Uncertainty in Machine Translation Quality Estimation.
CoNLL
Daniel Beck, Lucia Specia, Trevor Cohn
2016 J jnl
Exploring Prediction Uncertainty in Machine Translation Quality Estimation.
CoRR
Daniel Beck, Lucia Specia, Trevor Cohn
2016 — conf
SHEF-MIME: Word-level Quality Estimation Using Imitation Learning.
WMT
Daniel Beck, Andreas Vlachos, Gustavo Paetzold, Lucia Specia
2016 — conf
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization.
HLT-NAACL
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne
2016 J jnl
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization.
CoRR
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne
2016 — conf
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box.
SemEval@NAACL-HLT
Ahmet Aker, Frédéric Blain, Andrés Duque, Marina Fomicheva, Jurica Seva, Kashif Shah, Daniel Beck
2016 — conf
Word embeddings and discourse information for Quality Estimation.
WMT
Carolina Scarton, Daniel Beck, Kashif Shah, Karin Sim Smith, Lucia Specia
2015 J jnl
Learning Structural Kernels for Natural Language Processing.
CoRR
Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia
2015 J jnl
Learning Structural Kernels for Natural Language Processing.
Trans. Assoc. Comput. Linguistics
Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia
2015 J jnl
Machine learning classifiers provide insight into the relationship between microbial communities and bacterial vaginosis.
BioData Min.
Daniel Beck, James A. Foster
2015 — conf
SHEF-NN: Translation Quality Estimation with Neural Networks.
WMT@EMNLP
Kashif Shah, Varvara Logacheva, Gustavo Paetzold, Frédéric Blain, Daniel Beck, Fethi Bougares, Lucia Specia
2015 J jnl
Seed: a user-friendly tool for exploring and visualizing microbial community data.
Bioinform.
Daniel Beck, Christopher Dennis, James A. Foster
2014 Misc conf
Applying machine learning techniques in detecting Bacterial Vaginosis.
ICMLC
Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier
2014 — conf
Bayesian Kernel Methods for Natural Language Processing.
ACL (Student Research Workshop)
Daniel Beck
2014 — conf
Detecting bacterial vaginosis using machine learning.
ACM Southeast Regional Conference
Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier
2014 A conf
GA-based selection of vaginal microbiome features associated with bacterial vaginosis.
GECCO
Joi Carter, Daniel Beck, Henry Williams, Gerry V. Dozier, James A. Foster
2014 A* conf
Joint Emotion Analysis via Multi-task Gaussian Processes.
EMNLP
Daniel Beck, Trevor Cohn, Lucia Specia
2014 — conf
SHEF-Lite 2.0: Sparse Multi-task Gaussian Processes for Translation Quality Estimation.
WMT@ACL
Daniel Beck, Kashif Shah, Lucia Specia
2013 — conf
Reducing Annotation Effort for Quality Estimation via Active Learning.
ACL (2)
Daniel Beck, Lucia Specia, Trevor Cohn
2013 — conf
SHEF-Lite: When Less is More for Translation Quality Estimation.
WMT@ACL
Daniel Beck, Kashif Shah, Trevor Cohn, Lucia Specia
2012 — conf
Plan Recognition by Program Execution in Continuous Temporal Domains.
CogRob@AAAI
Christoph Schwering, Daniel Beck, Stefan Schiffer, Gerhard Lakemeyer
2012 Misc conf
Plan Recognition by Program Execution in Continuous Temporal Domains.
KI
Christoph Schwering, Daniel Beck, Stefan Schiffer, Gerhard Lakemeyer
2012 J jnl
Reinforcement learning for Golog programs with first-order state-abstraction.
Log. J. IGPL
Daniel Beck, Gerhard Lakemeyer
2012 A conf
Representing Value Functions with Recurrent Binary Decision Diagrams.
ECAI
Daniel Beck, Gerhard Lakemeyer
2012 J jnl
mcaGUI: microbial community analysis R-Graphical User Interface (GUI).
Bioinform.
Wade K. Copeland, Vandhana Krishnan, Daniel Beck, Matt Settles, James A. Foster, Kyu-Chul Cho, Mitch Day, Roxana Hickey, Ursel M. E. Schütte, Xia Zhou, Christopher J. Williams, Larry J. Forney, Zaid Abdo
2011 J jnl
OTUbase: an R infrastructure package for operational taxonomic unit data.
Bioinform.
Daniel Beck, Matt Settles, James A. Foster
2010 — conf
Design Principles of the Component-Based Robot Software Framework Fawkes.
SIMPAR
Tim Niemüller, Alexander Ferrein, Daniel Beck, Gerhard Lakemeyer
2009 C conf
Robust Collision Avoidance in Unknown Domestic Environments.
RoboCup
Stefan Jacobs, Alexander Ferrein, Stefan Schiffer, Daniel Beck, Gerhard Lakemeyer
2008 C conf
Landmark-Based Representations for Navigating Holonomic Soccer Robots.
RoboCup
Daniel Beck, Alexander Ferrein, Gerhard Lakemeyer
2007 C conf
A Simulation Environment for Middle-Size Robots with Multi-level Abstraction.
RoboCup
Daniel Beck, Alexander Ferrein, Gerhard Lakemeyer
2006 B conf
Automatic Testing and Evaluation of Multilingual Language Technology Resources and Components.
LREC
Ulrich Schäfer, Daniel Beck