Edwin Simpson
15 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (27)
π
Interdisciplinary Bridge
π
Conference Polyglot
(7)
πΊοΈ
Taxonomy Completionist
(27)
π
Trend Setter
π
Century Club
(14)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(55)
Conferences
ACL (4)
EACL (3)
IJCNLP (3)
EMNLP (2)
AAAI (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
inter-annotator disagreement
(4)
annotation disagreement
(3)
active learning
(3)
label noise
(3)
named entity recognition
(3)
weakly supervised learning
(3)
bayesian inference
(2)
preference learning
(2)
abstractive summarization
(2)
multi-document summarization
(2)
language model
(2)
sequence tagging
(2)
timeline summarization
(2)
annotator reliability
(2)
user feedback
(2)
gaussian process
(2)
factual consistency
(2)
reading comprehension
(1)
humor detection
(1)
Papers
Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies
ACL 2026
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics
EMNLP 2025
Efficiently Acquiring Human Feedback with Bayesian Deep Learning
EACL 2024
Improving Factual Consistency Between a Response and Persona Facts
EACL 2021
Aggregating and Learning from Multiple Annotators
EACL 2021
SemEval-2021 Task 12: Learning with Disagreements
SEMEVAL 2021
A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning
IJCNLP 2021
SemEval-2021 Task 12: Learning with Disagreements
IJCNLP 2021
A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning
ACL 2021
SemEval-2021 Task 12: Learning with Disagreements
ACL 2021
Low Resource Sequence Tagging with Weak Labels
AAAI 2020
A Bayesian Approach for Sequence Tagging with Crowds
IJCNLP 2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
NAACL 2019
A Bayesian Approach for Sequence Tagging with Crowds
EMNLP 2019
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning
ACL 2019