| 2026 | ACL | Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies. | Yuxuan Ye, Ral Santos-Rodrguez, Edwin Simpson |
| 2026 | LREC | Efficient Financial Language Understanding via Distillation with Synthetic Data. | Wen-Fong Xavier Huang, Edwin Simpson |
| 2025 | EMNLP | Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics. | Yuxuan Ye, Ral Santos-Rodrguez, Edwin Simpson |
| 2023 | ECAI | Towards Abstractive Timeline Summarisation Using Preference-Based Reinforcement Learning. | Yuxuan Ye, Edwin Simpson |
| 2023 | ICAART | Analysing Customer Behaviour Using Simulated Transactional Data. | Ryan Butler, Edwin Simpson |
| 2023 | ICAART | Developing Image-Based Classification Techniques to Analyse Customer Behaviour. | Ryan Butler, Edwin Simpson |
| 2021 | EACL | Improving Factual Consistency Between a Response and Persona Facts. | Mohsen Mesgar, Edwin Simpson, Iryna Gurevych |
| 2021 | EACL | Aggregating and Learning from Multiple Annotators. | Silviu Paun, Edwin Simpson |
| 2020 | AAAI | Low Resource Sequence Tagging with Weak Labels. | Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych |
| 2019 | ACL | Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning. | Edwin Simpson, Erik-Ln Do Dinh, Tristan Miller, Iryna Gurevych |
| 2019 | EMNLP | A Bayesian Approach for Sequence Tagging with Crowds. | Edwin Simpson, Iryna Gurevych |
| 2019 | NAACL | Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. | Steffen Eger, Gzde Gl Sahin, Andreas Rckl, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych |
| 2017 | CICLING | Interactive Data Analytics for the Humanities. | Iryna Gurevych, Christian M. Meyer, Carsten Binnig, Johannes Frnkranz, Kristian Kersting, Stefan Roth, Edwin Simpson |
| 2015 | WWW | Language Understanding in the Wild: Combining Crowdsourcing and Machine Learning. | Edwin Simpson, Matteo Venanzi, Steven Reece, Pushmeet Kohli, John Guiver, Stephen J. Roberts, Nicholas R. Jennings |
| 2008 | ICWSM | Clustering Tags in Enterprise and Web Folksonomies. | Edwin Simpson |