Safwat, Hazem, Davis, Brian and Zarrouk, Manel (2018) Engineering an Aligned Gold-Standard Corpus of Human to Machine Oriented Controlled Natural Language. In: 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI). IEEE. ISBN 9781538673256

Gaillat, T., Stearns, B., McDermott, R., Sridhar, G., Zarrouk, Manel and Davis, Brian (2018) Implicit and Explicit Aspect Extraction in Financial Microblogs. In: ECONLP 2018 – 1st Workshop on Economics and Natural Language Processing, 20 July 2018, Melbourne, Australia.

Safwat, Hazem, Zarrouk, Manel and Davis, Brian (2018) Rewriting Simplified Text into a Controlled Natural Language. In: Controlled Natural Language. Frontiers in Artificial Intelligence and Applications . IOS Press. ISBN 9781614999041

Gaillat, Thomas, Zarrouk, Manel, Freitas, Andre and Davis, Brian (2018) The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish and German Financial Microblogs. In: LREC 2018, Eleventh International Conference on Language Resources and Evaluation. European Language Resources Association, pp. 2671-2675. ISBN 9791095546009

Barzegar, Siamak, Davis, Brian, Zarrouk, Manel, Handschuh, Siegfried and Freitas, Andre (2018) SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages. In: LREC 2018, Eleventh International Conference on Language Resources and Evaluation. European Language Resources Association, pp. 3912-3916. ISBN 9791095546009

Vornhagen, Heike, Davis, Brian and Zarrouk, Manel (2018) Sensemaking of complex sociotechnical systems: the case of governance dashboards. In: Publication:dg.o '18: Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age. Association for Computing Machinery (ACM). ISBN 9781450365260

Maia, Macedo, Handschuh, Siegfried, Freitas, Andre, Davis, Brian, McDermott, Ross, Zarrouk, Manel and Balahur, Alexandra (2018) WWW'18 Open Challenge: Financial Opinion Mining and Question Answering. In: WWW '18: Companion Proceedings of the The Web Conference 2018. International World Wide Web Conferences Steering Committee, pp. 1941-1942. ISBN 9781450356404

Cortis, Keith, Freitas, Andre, Daudert, Tobias, Huerlimann, Manuela, Zarrouk, Manel, Handschuh, Siegfried and Davis, Brian (2017) SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News. In: 11th International Workshop on Semantic Evaluations (SemEval-2017): Proceedings of the Workshop. Association for Computational Linguistics (ACL), Stroudsburg, PA, USA, pp. 519-535. ISBN 978-1-945626-55-5