| 2026 | EACL | SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations. | Ifeoluwa Wuraola, Daniel Marciniak, Nina Dethlefs |
| 2024 | EMNLP | Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing. | Ifeoluwa Wuraola, Nina Dethlefs, Daniel Marciniak |
| 2022 | IJCNN | Imputation of Partially Observed Water Quality Data Using Self-Attention LSTM. | Onatkut Dagtekin, Nina Dethlefs |
| 2022 | LREC | RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification. | Annika Marie Schoene, Nina Dethlefs, Sophia Ananiadou |
| 2021 | SIGdial | Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. | Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li |
| 2020 | AAAI | Bidirectional Dilated LSTM with Attention for Fine-grained Emotion Classification in Tweets. | Annika Marie Schoene, Alexander P. Turner, Nina Dethlefs |
| 2020 | IJCCI | Improving the Transparency of Deep Neural Networks using Artificial Epigenetic Molecules. | George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner |
| 2020 | IJCNN | A Dual Transformer Model for Intelligent Decision Support for Maintenance of Wind Turbines. | Joyjit Chatterjee, Nina Dethlefs |
| 2019 | CEC | Modularity Within Artificial Gene Regulatory Networks. | George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner |
| 2017 | CGO | DEFIne: A Fluent Interface DSL for Deep Learning Applications. | Nina Dethlefs, Ken A. Hawick |
| 2017 | LDK | Deep Text Generation - Using Hierarchical Decomposition to Mitigate the Effect of Rare Data Points. | Nina Dethlefs, Alexander P. Turner |
| 2015 | ICML | Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (MLIS-2015). | Heriberto Cuayhuitl, Nina Dethlefs, Lutz Frommberger, Martijn van Otterlo, Olivier Pietquin |
| 2014 | EACL | Cluster-based Prediction of User Ratings for Stylistic Surface Realisation. | Nina Dethlefs, Heriberto Cuayhuitl, Helen F. Hastie, Verena Rieser, Oliver Lemon |
| 2014 | ICMLA | A Semi-supervised Clustering Approach for Semantic Slot Labelling. | Heriberto Cuayhuitl, Nina Dethlefs, Helen F. Hastie |
| 2014 | SIGdial | The PARLANCE mobile application for interactive search in English and Mandarin. | Helen F. Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Hugues Bouchard, Catherine Breslin, Heriberto Cuayhuitl, Nina Dethlefs, Milica Gasic, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Tim Potter, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay, Boris Villazn-Terrazas, Majid Yazdani, Steve J. Young, Yanchao Yu |
| 2013 | ACL | Conditional Random Fields for Responsive Surface Realisation using Global Features. | Nina Dethlefs, Helen Wright Hastie, Heriberto Cuayhuitl, Oliver Lemon |
| 2013 | ASRU | Barge-in effects in Bayesian dialogue act recognition and simulation. | Heriberto Cuayhuitl, Nina Dethlefs, Helen Wright Hastie, Oliver Lemon |
| 2013 | IJCAI | Machine learning for interactive systems and robots: a brief introduction. | Heriberto Cuayhuitl, Martijn van Otterlo, Nina Dethlefs, Lutz Frommberger |
| 2013 | SIGdial | Impact of ASR N-Best Information on Bayesian Dialogue Act Recognition. | Heriberto Cuayhuitl, Nina Dethlefs, Helen F. Hastie, Oliver Lemon |
| 2013 | SIGdial | Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search. | Helen F. Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Heriberto Cuayhuitl, Nina Dethlefs, Milica Gasic, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay |
| 2012 | COLING | Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation. | Heriberto Cuayhuitl, Ivana Kruijff-Korbayov, Nina Dethlefs |
| 2012 | EMNLP | Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems. | Nina Dethlefs, Helen Wright Hastie, Verena Rieser, Oliver Lemon |
| 2012 | INLG | Optimising Incremental Generation for Spoken Dialogue Systems: Reducing the Need for Fillers. | Nina Dethlefs, Helen Wright Hastie, Verena Rieser, Oliver Lemon |
| 2012 | NAACL | Dialogue Systems Using Online Learning: Beyond Empirical Methods. | Heriberto Cuayhuitl, Nina Dethlefs |
| 2012 | NAACL | Comparing HMMs and Bayesian Networks for Surface Realisation. | Nina Dethlefs, Heriberto Cuayhuitl |
| 2012 | NAACL | Incremental Spoken Dialogue Systems: Tools and Data. | Helen F. Hastie, Oliver Lemon, Nina Dethlefs |
| 2011 | ACL | Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation. | Nina Dethlefs, Heriberto Cuayhuitl |
| 2011 | Interspeech | Optimizing Situated Dialogue Management in Unknown Environments. | Heriberto Cuayhuitl, Nina Dethlefs |
| 2011 | SIGdial | Optimising Natural Language Generation Decision Making For Situated Dialogue. | Nina Dethlefs, Heriberto Cuayhuitl, Jette Viethen |
| 2010 | INLG | Hierarchical Reinforcement Learning for Adaptive Text Generation. | Nina Dethlefs, Heriberto Cuayhuitl |