Matthew Shardlow
24 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 👥 Mega-Team · Squad
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Topic Evolution
🗃️
Keyword Collector
(91)
🔥
Unstoppable · Bronze
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The Questioner
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(17)
Machine Learning
(13)
Artificial Intelligence
(10)
Applications · Natural Language Processing
(9)
Generation
(9)
Learning Types
(9)
Core AI
(8)
Core Methods
(6)
Resources & Methods
(6)
Deep Learning
(4)
Interdisciplinary
(3)
Learning Paradigms
(3)
Computer Science
(2)
Healthcare & Medicine
(2)
Applications · Computer Science
(2)
Keywords
lexical simplification
(7)
text simplification
(6)
multilingual nlp
(5)
large language model
(5)
complexity prediction
(3)
lexical complexity
(2)
sentiment analysis
(2)
natural language processing
(2)
lay summary
(2)
biomedical text
(2)
zero-shot learning
(2)
text complexity
(2)
substitute generation
(2)
attention mechanism
(1)
domain adaptation
(1)
text mining
(1)
uncertainty quantification
(1)
binary classification
(1)
benchmark evaluation
(1)
text classification
(1)
Papers
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis
ACL 2025
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning
EMNLP 2025
Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues
ACL 2025
An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework
COLING 2024
Multilingual Resources for Lexical Complexity Prediction: A Review
COLING 2024
MultiLS: An End-to-End Lexical Simplification Framework
EMNLP 2024
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles
ACL 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline
NAACL 2024
ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information Retrieval
ACL 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification
EMNLP 2023
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles
ACL 2023
An Evaluation of Binary Comparative Lexical Complexity Models
NAACL 2022
An Investigation into the Effect of Control Tokens on Text Simplification
EMNLP 2022
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification
EMNLP 2022
UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification
EMNLP 2022
Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences
ACL 2022
Investigating Text Simplification Evaluation
ACL 2021
Manchester Metropolitan at SemEval-2021 Task 1: Convolutional Networks for Complex Word Identification
SemEval 2021
SemEval-2021 Task 1: Lexical Complexity Prediction
SemEval 2021
Multi-Word Lexical Simplification
COLING 2020
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table
ACL 2019
Manchester Metropolitan at SemEval-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets
SemEval 2018
NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features
SemEval 2016
A Comparison of Techniques to Automatically Identify Complex Words.
ACL 2013