| 2026 | EACL | FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation. | Yulia Otmakhova, Thinh Hung Truong, Rahmad Mahendra, Zenan Zhai, Rongxin Zhu, Daniel Beck, Jey Han Lau |
| 2023 | EACL | Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks. | Viktoria Schram, Daniel Beck, Trevor Cohn |
| 2021 | EACL | On the (In)Effectiveness of Images for Text Classification. | Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin |
| 2021 | INLG | Generating Diverse Descriptions from Semantic Graphs. | Jiuzhou Han, Daniel Beck, Trevor Cohn |
| 2019 | EMNLP | On the Role of Scene Graphs in Image Captioning. | Dalin Wang, Daniel Beck, Trevor Cohn |
| 2019 | ICASSP | A Unified Neural Architecture for Instrumental Audio Tasks. | Steven Spratley, Daniel Beck, Trevor Cohn |
| 2019 | SIGIR | Accelerated Query Processing Via Similarity Score Prediction. | Matthias Petri, Alistair Moffat, Joel M. Mackenzie, J. Shane Culpepper, Daniel Beck |
| 2018 | ACL | Graph-to-Sequence Learning using Gated Graph Neural Networks. | Daniel Beck, Gholamreza Haffari, Trevor Cohn |
| 2017 | IJCNLP | Modelling Representation Noise in Emotion Analysis using Gaussian Processes. | Daniel Beck |
| 2017 | IJCNLP | Learning Kernels over Strings using Gaussian Processes. | Daniel Beck, Trevor Cohn |
| 2016 | CoNLL | Exploring Prediction Uncertainty in Machine Translation Quality Estimation. | Daniel Beck, Lucia Specia, Trevor Cohn |
| 2016 | NAACL | Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization. | Daniel Beck, Adri de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne |
| 2014 | ACL | Bayesian Kernel Methods for Natural Language Processing. | Daniel Beck |
| 2014 | EMNLP | Joint Emotion Analysis via Multi-task Gaussian Processes. | Daniel Beck, Trevor Cohn, Lucia Specia |
| 2014 | GECCO | GA-based selection of vaginal microbiome features associated with bacterial vaginosis. | Joi Carter, Daniel Beck, Henry Williams, Gerry V. Dozier, James A. Foster |
| 2014 | ICMLC | Applying machine learning techniques in detecting Bacterial Vaginosis. | Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier |
| 2013 | ACL | Reducing Annotation Effort for Quality Estimation via Active Learning. | Daniel Beck, Lucia Specia, Trevor Cohn |
| 2012 | AAAI | Plan Recognition by Program Execution in Continuous Temporal Domains. | Christoph Schwering, Daniel Beck, Stefan Schiffer, Gerhard Lakemeyer |
| 2012 | ECAI | Representing Value Functions with Recurrent Binary Decision Diagrams. | Daniel Beck, Gerhard Lakemeyer |
| 2012 | KI | Plan Recognition by Program Execution in Continuous Temporal Domains. | Christoph Schwering, Daniel Beck, Stefan Schiffer, Gerhard Lakemeyer |
| 2009 | RoboCup | Robust Collision Avoidance in Unknown Domestic Environments. | Stefan Jacobs, Alexander Ferrein, Stefan Schiffer, Daniel Beck, Gerhard Lakemeyer |
| 2008 | RoboCup | Landmark-Based Representations for Navigating Holonomic Soccer Robots. | Daniel Beck, Alexander Ferrein, Gerhard Lakemeyer |
| 2007 | RoboCup | A Simulation Environment for Middle-Size Robots with Multi-level Abstraction. | Daniel Beck, Alexander Ferrein, Gerhard Lakemeyer |
| 2006 | LREC | Automatic Testing and Evaluation of Multilingual Language Technology Resources and Components. | Ulrich Schfer, Daniel Beck |