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OFAI-UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning

Aug 03, 2020
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych

* Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019), volume 2421 of CEUR Workshop Proceedings, pages 180-190, 2019 
* 11 pages, 1 figure 

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Low Resource Multi-Task Sequence Tagging -- Revisiting Dynamic Conditional Random Fields

May 01, 2020
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych


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Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning

Apr 30, 2020
Mohsen Mesgar, Edwin Simpson, Yue Wang, Iryna Gurevych


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Scalable Bayesian Preference Learning for Crowds

Dec 11, 2019
Edwin Simpson, Iryna Gurevych


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Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation

Nov 29, 2019
Edwin Simpson, Yang Gao, Iryna Gurevych


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Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources

Apr 05, 2019
Edwin Simpson, Steven Reece, Stephen J. Roberts

* Joint European Conference on Machine Learning and Knowledge Discovery in Databases (2017), pp. 109-125, Springer, Cham 

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Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems

Mar 27, 2019
Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych

* Accepted as long paper at NAACL-2019 

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Bayesian Ensembles of Crowds and Deep Learners for Sequence Tagging

Nov 02, 2018
Edwin Simpson, Iryna Gurevych


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Finding Convincing Arguments Using Scalable Bayesian Preference Learning

Jun 06, 2018
Edwin Simpson, Iryna Gurevych

* Accepted for publication in TACL. To be presented at ACL 2018 

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