Edwin Simpson

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Disaster Response

Pairwise Comparison

Natural Language

Preference Learning

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

Phillip Sloan, Philip Clatworthy, Edwin Simpson, Majid Mirmehdi
Automated Radiology Report Generation: A Review of Recent Advances. CoRR (2024)
Zhijin Guo, Edwin Simpson, Roberta Bernardi
Medfluencer: A Network Representation of Medical Influencers' Identities and Discourse on Social Media. CoRR (2024)
Rayed Ghazawi, Edwin Simpson
Automated essay scoring in Arabic: a dataset and analysis of a BERT-based system. CoRR (2024)
Yuxuan Ye, Edwin Simpson
Towards Abstractive Timeline Summarisation Using Preference-Based Reinforcement Learning. ECAI (2023)
Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz
Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics 11 (2023)
Ryan Butler, Edwin Simpson
Analysing Customer Behaviour Using Simulated Transactional Data. ICAART (2) (2023)
Ryan Butler, Edwin Simpson
Developing Image-Based Classification Techniques to Analyse Customer Behaviour. ICAART (Revised Selected Paper) (2023)
Marcos V. Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro Henrique Martins, André F. T. Martins, Peter A. Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz
Efficient Methods for Natural Language Processing: A Survey. CoRR (2022)
Yuxuan Ye, Edwin Simpson
Interactively Learning to Summarise Timelines by Reinforcement Learning. CoRR (2022)
Julia Siekiera, Marius Köppel, Edwin Simpson, Kevin Stowe, Iryna Gurevych, Stefan Kramer
Ranking Creative Language Characteristics in Small Data Scenarios. ICCC (2022)
Mohsen Mesgar, Edwin Simpson, Iryna Gurevych
Improving Factual Consistency Between a Response and Persona Facts. EACL (2021)
Silviu Paun, Edwin Simpson
Aggregating and Learning from Multiple Annotators. EACL (Tutorial Abstracts) (2021)
Nils Dycke, Edwin Simpson, Ilia Kuznetsov, Iryna Gurevych
Ranking Scientific Papers Using Preference Learning. CoRR (2021)
Alexandra Uma, Tommaso Fornaciari, Anca Dumitrache, Tristan Miller, Jon Chamberlain, Barbara Plank, Edwin Simpson, Massimo Poesio
SemEval-2021 Task 12: Learning with Disagreements. SemEval@ACL/IJCNLP (2021)
Edwin Simpson, Yang Gao, Iryna Gurevych
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation. Trans. Assoc. Comput. Linguistics 8 (2020)
Edwin Simpson, Iryna Gurevych
Scalable Bayesian preference learning for crowds. Mach. Learn. 109 (4) (2020)
Julia Siekiera, Marius Köppel, Edwin Simpson, Kevin Stowe, Iryna Gurevych, Stefan Kramer
Ranking Creative Language Characteristics in Small Data Scenarios. CoRR (2020)
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields. CoRR (2020)
Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych
Low Resource Sequence Tagging with Weak Labels. AAAI (2020)
Mohsen Mesgar, Edwin Simpson, Yue Wang, Iryna Gurevych
Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning. CoRR (2020)
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych
OFAI-UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning. CoRR (2020)
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych
Predicting the humorousness of tweets using gaussian process preference learning. Proces. del Leng. Natural 64 (2020)
Edwin Simpson, Iryna Gurevych
Scalable Bayesian Preference Learning for Crowds. CoRR (2019)
Steffen Eger, Gözde Gül Sahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. NAACL-HLT (1) (2019)
Steffen Eger, Gözde Gül Sahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. CoRR (2019)
Edwin Simpson, Steven Reece, Stephen J. Roberts
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources. CoRR (2019)
Edwin Simpson, Yang Gao, Iryna Gurevych
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation. CoRR (2019)
Edwin Simpson, Erik-Lân Do Dinh, Tristan Miller, Iryna Gurevych
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning. ACL (1) (2019)
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych
OFAI-UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning. IberLEF@SEPLN (2019)
Edwin Simpson, Iryna Gurevych
Bayesian Ensembles of Crowds and Deep Learners for Sequence Tagging. CoRR (2018)
Edwin Simpson, Iryna Gurevych
Finding Convincing Arguments Using Scalable Bayesian Preference Learning. CoRR (2018)
Edwin Simpson, Steven Reece, Stephen J. Roberts
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources. ECML/PKDD (2) (2017)
Iryna Gurevych, Christian M. Meyer, Carsten Binnig, Johannes Fürnkranz, Kristian Kersting, Stefan Roth, Edwin Simpson
Interactive Data Analytics for the Humanities. CICLing (1) (2017)
Sarvapali D. Ramchurn, Trung Dong Huynh, Feng Wu, Yuki Ikuno, Jack Flann, Luc Moreau, Joel E. Fischer, Wenchao Jiang, Tom Rodden, Edwin Simpson, Steven Reece, Stephen J. Roberts, Nicholas R. Jennings
A Disaster Response System based on Human-Agent Collectives. J. Artif. Intell. Res. 57 (2016)
Sarvapali D. Ramchurn, Trung Dong Huynh, Yuki Ikuno, Jack Flann, Feng Wu, Luc Moreau, Nicholas R. Jennings, Joel E. Fischer, Wenchao Jiang, Tom Rodden, Edwin Simpson, Steven Reece, Stephen J. Roberts
HAC-ER: A Disaster Response System based on Human-Agent Collectives. AAMAS (2015)
Sarvapali D. Ramchurn, Trung Dong Huynh, Yuki Ikuno, Jack Flann, Feng Wu, Luc Moreau, Nicholas R. Jennings, Joel E. Fischer, Wenchao Jiang, Tom Rodden, Edwin Simpson, Steven Reece, Stephen J. Roberts
HAC-ER: A Disaster Response System based on Human-Agent Collectives. AAMAS (2015)
Edwin Simpson, Steven Reece, Antonio Penta, Sarvapali D. Ramchurn
Using a Bayesian Model to Combine LDA Features with Crowdsourced Responses. TREC (2012)
John S. Erickson, Michael Rhodes, Susan Spence, David Banks, James Rutherford, Edwin Simpson, Guillaume Belrose, Russell Perry
Content-Centered Collaboration Spaces in the Cloud. IEEE Internet Comput. 13 (5) (2009)
Edwin Simpson
Clustering Tags in Enterprise and Web Folksonomies. ICWSM (2008)