Sian Gooding
10 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(3)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Core Methods
(5)
Applications
(4)
Learning Types · Machine Learning
(4)
Interdisciplinary
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Social
(2)
Artificial Intelligence
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Linguistics
(1)
Keywords
text simplification
(4)
complex word identification
(3)
summarization evaluation
(2)
lexical simplification
(2)
context-aware learning
(1)
text generation
(1)
binary classification
(1)
ensemble method
(1)
text classification
(1)
text readability
(1)
readability assessment
(1)
reinforcement learning from human feedback
(1)
sequence labelling
(1)
label aggregation
(1)
human feedback
(1)
contextual modeling
(1)
pairwise comparison
(1)
recursive neural network
(1)
lexical complexity
(1)
sequence labeling
(1)
Papers
A Study on Annotation Interfaces for Summary Comparison
ACL 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization
CoNLL 2023
One Size Does Not Fit All: The Case for Personalised Word Complexity Models
NAACL 2022
On the Ethical Considerations of Text Simplification
ACL 2022
Predicting Text Readability from Scrolling Interactions
CoNLL 2021
Word Complexity is in the Eye of the Beholder
NAACL 2021
Comparative judgments are more consistent than binary classification for labelling word complexity
ACL 2019
Complex Word Identification as a Sequence Labelling Task
ACL 2019
Recursive Context-Aware Lexical Simplification
EMNLP 2019
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting
NAACL 2018