Publications (29)
Efficient Methods for Natural Language Processing: A Survey
Marcos Treviso, Ji-Ung Lee, Tianchu Ji +19
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation
Edwin Simpson, Yang Gao, Iryna Gurevych
Automated Radiology Report Generation: A Review of Recent Advances
Phillip Sloan, Philip Clatworthy, Edwin Simpson +1
How well can LLMs Grade Essays in Arabic?
Rayed Ghazawi, Edwin Simpson
Improving Factual Consistency Between a Response and Persona Facts
Mohsen Mesgar, Edwin Simpson, Iryna Gurevych
As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative Language
Jasmine Owers, Edwin Simpson, Martha Lewis
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics
Yuxuan Ye, Raul Santos-Rodriguez, Edwin Simpson
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification
Christos Constantinou, Georgios Ioannides, Aman Chadha +2
A Bayesian Approach for Sequence Tagging with Crowds
Edwin Simpson, Iryna Gurevych
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective
Nils Dycke, Edwin Simpson, Ilia Kuznetsov +1
Dynamic Bayesian Combination of Multiple Imperfect Classifiers
Edwin Simpson, Stephen Roberts, Ioannis Psorakis +1
8-Calves Image dataset
Xuyang Fang, Sion Hannuna, Neill Campbell +1
Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies
Yuxuan Ye, Raul Santos-Rodriguez, Edwin Simpson
Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson +1
Scalable Bayesian Preference Learning for Crowds
Edwin Simpson, Iryna Gurevych
Using Similarity to Evaluate Factual Consistency in Summaries
Yuxuan Ye, Edwin Simpson, Raul Santos Rodriguez
Clinically-aligned Multi-modal Chest X-ray Classification
Phillip Sloan, Edwin Simpson, Majid Mirmehdi
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning
Yuxuan Ye, Edwin Simpson
Self-Supervised Animal Identification for Long Videos
Xuyang Fang, Sion Hannuna, Edwin Simpson +1
Automated essay scoring in Arabic: a dataset and analysis of a BERT-based system
Rayed Ghazawi, Edwin Simpson
Ranking Creative Language Characteristics in Small Data Scenarios
Julia Siekiera, Marius Köppel, Edwin Simpson +3
Machine Learning for Climate Policy: Understanding Policy Progression in the European Green Deal
Patricia West, Michelle WL Wan, Alexander Hepburn +3
Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Edwin Simpson, Iryna Gurevych
Space Warps: I. Crowd-sourcing the Discovery of Gravitational Lenses
Philip J. Marshall, Aprajita Verma, Anupreeta More +20
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
Steffen Eger, Gözde Gül Åahin, Andreas Rücklé +6
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources
Edwin Simpson, Steven Reece, Stephen J. Roberts
Efficient Financial Language Understanding via Distillation with Synthetic Data
Wen-Fong, Huang, Edwin Simpson
Medfluencer: A Network Representation of Medical Influencers' Identities and Discourse on Social Media
Zhijin Guo, Edwin Simpson, Roberta Bernardi
Low Resource Multi-Task Sequence Tagging -- Revisiting Dynamic Conditional Random Fields
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych