Matthew Shardlow

71 papers A* 1A 2B 6C 1Misc 3Journal 39Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Are You Sure You're Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis. CoRR Filippos Ventirozos, Peter Appleby, Matthew Shardlow
2025	Misc	`conf`	Aspect-Sentiment Quad Prediction with Distilled Large Language Models. RANLP Filippos Karolos Ventirozos, Peter Appleby, Matthew Shardlow
2025	J	`jnl`	Deep learning approaches to lexical simplification: A survey. J. Intell. Inf. Syst. Kai North, Tharindu Ranasinghe, Matthew Shardlow, Marcos Zampieri
2025	J	`jnl`	Differential Robustness in Transformer Language Models: Empirical Evaluation Under Adversarial Text Attacks. CoRR Taniya Gidatkar, Oluwaseun Ajao, Matthew Shardlow
2025	Misc	`conf`	Differential Robustness in Transformer Language Models: Empirical Evaluation under Adversarial Text Attacks. RANLP Taniya Gidatkar, Oluwaseun Ajao, Matthew Shardlow
2025	—	`conf`	Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues. ACL (Findings) Matthew Shardlow, Ashley Williams, Charlie Roadhouse, Filippos Ventirozos, Piotr Przybyla
2025	J	`jnl`	Exploring Zero-Shot ACSA with Unified Meaning Representation in Chain-of-Thought Prompting. CoRR Filippos Ventirozos, Peter Appleby, Matthew Shardlow
2025	Misc	`conf`	GPT-Based Lexical Simplification for Multi-Word Expressions Using Prompt Engineering. RANLP Sardar Khan Khayamkhani, Matthew Shardlow
2025	J	`jnl`	TVS Sidekick: Challenges and Practical Insights from Deploying Large Language Models in the Enterprise. CoRR Paula Reyero Lobo, Kevin Johnson, Bill Buchanan, Matthew Shardlow, Ashley Williams, Samuel Attwood
2025	J	`jnl`	Text Simplification with Sentence Embeddings. CoRR Matthew Shardlow
2024	J	`jnl`	Asking questions that are "close to the bone": integrating thematic analysis and natural language processing to explore the experiences of people with traumatic brain injuries engaging with patient-reported outcome measures. Frontiers Digit. Health Daniela Di Basilio, Lorraine King, Sarah Lloyd, Panayiotis Michael, Matthew Shardlow
2024	J	`jnl`	BeeManc at the PLABA Track of TAC-2023: Investigating LLMs and Controllable Attributes for Improving Biomedical Text Readability. CoRR Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic
2024	J	`jnl`	How do control tokens affect natural language generation tasks like text simplification. Nat. Lang. Eng. Zihao Li, Matthew Shardlow
2024	—	`conf`	Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts. ICHI Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic
2024	—	`conf`	MMU NLP at CheckThat! 2024: Homoglyphs are Adversarial Attacks. CLEF (Working Notes) Charlie Roadhouse, Matthew Shardlow, Ashley Williams
2024	J	`jnl`	MultiLS: A Multi-task Lexical Simplification Framework. CoRR Kai North, Tharindu Ranasinghe, Matthew Shardlow, Marcos Zampieri
2024	—	`conf`	Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles. BioNLP@ACL Tomas Goldsack, Carolina Scarton, Matthew Shardlow, Chenghua Lin
2024	J	`jnl`	Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles. CoRR Tomas Goldsack, Carolina Scarton, Matthew Shardlow, Chenghua Lin
2024	J	`jnl`	SATS: simplification aware text summarization of scientific documents. Frontiers Artif. Intell. Farooq Zaman, Faisal Kamiran, Matthew Shardlow, Saeed-Ul Hassan, Asim Karim, Naif Radi Aljohani
2024	J	`jnl`	Shifting NER into High Gear: The Auto-AdvER Approach. CoRR Filippos Ventirozos, Ioanna Nteka, Tania Nandy, Jozef Baca, Peter Appleby, Matthew Shardlow
2024	J	`jnl`	Simple is not Enough: Document-level Text Simplification using Readability and Coherence. CoRR Laura Vásquez-Rodríguez, Nhung T. H. Nguyen, Piotr Przybyla, Matthew Shardlow, Sophia Ananiadou
2024	—	`conf`	The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline. BEA Matthew Shardlow, Fernando Alva-Manchego, Riza Batista-Navarro, Stefan Bott, Saúl Calderón Ramírez, Rémi Cardon, Thomas François, Akio Hayakawa, Andrea Horbach, Anna Hülsing, Yusuke Ide, Joseph Marvin Imperial, Adam Nohejl, Kai North, Laura Occhipinti, Nelson Perez-Rojas, Nishat Raihan, Tharindu Ranasinghe, Martin Solis-Salazar, Sanja Stajner, Marcos Zampieri, Horacio Saggion
2023	—	`conf`	ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information Retrieval. BEA@ACL Kai North, Alphaeus Dmonte, Tharindu Ranasinghe, Matthew Shardlow, Marcos Zampieri
2023	A*	`conf`	BLESS: Benchmarking Large Language Models on Sentence Simplification. EMNLP Tannon Kew, Alison Chi, Laura Vásquez-Rodríguez, Sweta Agrawal, Dennis Aumiller, Fernando Alva-Manchego, Matthew Shardlow
2023	J	`jnl`	BLESS: Benchmarking Large Language Models on Sentence Simplification. CoRR Tannon Kew, Alison Chi, Laura Vásquez-Rodríguez, Sweta Agrawal, Dennis Aumiller, Fernando Alva-Manchego, Matthew Shardlow
2023	—	`conf`	BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles. BioNLP@ACL Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
2023	J	`jnl`	Deep Learning Approaches to Lexical Simplification: A Survey. CoRR Kai North, Tharindu Ranasinghe, Matthew Shardlow, Marcos Zampieri
2023	J	`jnl`	Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification. CoRR Horacio Saggion, Sanja Stajner, Daniel Ferrés, Kim Cheng Sheang, Matthew Shardlow, Kai North, Marcos Zampieri
2023	J	`jnl`	Generative image captioning in Urdu using deep learning. J. Ambient Intell. Humaniz. Comput. Muhammad Kashif Afzal, Matthew Shardlow, Suppawong Tuarob, Farooq Zaman, Raheem Sarwar, Mohsen Ali, Naif Radi Aljohani, Miltiades D. Lytras, Raheel Nawaz, Saeed-Ul Hassan
2023	J	`jnl`	Large Language Models and Control Mechanisms Improve Text Readability of Biomedical Abstracts. CoRR Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic
2023	J	`jnl`	Lexical Complexity Prediction: An Overview. CoRR Kai North, Marcos Zampieri, Matthew Shardlow
2023	J	`jnl`	Lexical Complexity Prediction: An Overview. ACM Comput. Surv. Kai North, Marcos Zampieri, Matthew Shardlow
2023	J	`jnl`	Natural language processing on customer note data. CoRR Andrew Hilditch, David Webb, Jozef Baca, Tom Armitage, Matthew Shardlow, Peter Appleby
2023	J	`jnl`	Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles. CoRR Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
2022	J	`jnl`	Deanthropomorphising NLP: Can a Language Model Be Conscious? CoRR Matthew Shardlow, Piotr Przybyla
2022	A	`conf`	Extending a corpus for assessing the credibility of software practitioner blog articles using meta-knowledge. EASE Ashley Williams, Matthew Shardlow
2022	J	`jnl`	Lexical Simplification Benchmarks for English, Portuguese, and Spanish. CoRR Sanja Stajner, Daniel Ferrés, Matthew Shardlow, Kai North, Marcos Zampieri, Horacio Saggion
2022	J	`jnl`	Lexical simplification benchmarks for English, Portuguese, and Spanish. Frontiers Artif. Intell. Sanja Stajner, Daniel Ferrés, Matthew Shardlow, Kai North, Marcos Zampieri, Horacio Saggion
2022	J	`jnl`	One emoji, many meanings: A corpus for the prediction and disambiguation of emoji sense. Expert Syst. Appl. Matthew Shardlow, Luciano Gerber, Raheel Nawaz
2022	J	`jnl`	Predicting lexical complexity in English texts: the Complex 2.0 dataset. Lang. Resour. Evaluation Matthew Shardlow, Richard Evans, Marcos Zampieri
2022	B	`conf`	Simple TICO-19: A Dataset for Joint Translation and Simplification of COVID-19 Texts. LREC Matthew Shardlow, Fernando Alva-Manchego
2022	C	`conf`	Towards Readability-Controlled Machine Translation of COVID-19 Texts. EAMT Fernando Alva-Manchego, Matthew Shardlow
2022	—	`conf`	Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences. ACL (Findings) Piotr Przybyla, Matthew Shardlow
2021	—	`conf`	Investigating Text Simplification Evaluation. ACL/IJCNLP (Findings) Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
2021	J	`jnl`	Investigating Text Simplification Evaluation. CoRR Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
2021	—	`conf`	Manchester Metropolitan at SemEval-2021 Task 1: Convolutional Networks for Complex Word Identification. SemEval@ACL/IJCNLP Robert Flynn, Matthew Shardlow
2021	J	`jnl`	Predicting Lexical Complexity in English Texts. CoRR Matthew Shardlow, Richard Evans, Marcos Zampieri
2021	—	`conf`	SemEval-2021 Task 1: Lexical Complexity Prediction. SemEval@ACL/IJCNLP Matthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, Marcos Zampieri
2021	J	`jnl`	SemEval-2021 Task 1: Lexical Complexity Prediction. CoRR Matthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, Marcos Zampieri
2021	—	`conf`	The Role of Text Simplification Operations in Evaluation. CTTS@SEPLN Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
2021	A	`conf`	Towards a corpus for credibility assessment in software practitioner blog articles. EASE Ashley Williams, Matthew Shardlow, Austen Rainer
2021	J	`jnl`	Towards a corpus for credibility assessment in software practitioner blog articles. CoRR Ashley Williams, Matthew Shardlow, Austen Rainer
2020	B	`conf`	CombiNMT: An Exploration into Neural Text Simplification Models. LREC Michael Cooper, Matthew Shardlow
2020	J	`jnl`	CompLex - A New Corpus for Lexical Complexity Predicition from Likert Scale Data. CoRR Matthew Shardlow, Michael Cooper, Marcos Zampieri
2020	—	`conf`	CompLex - A New Corpus for Lexical Complexity Predicition from LikertScale Data. READI@LREC Matthew Shardlow, Marcos Zampieri, Michael Cooper
2020	B	`conf`	Detecting Multiword Expression Type Helps Lexical Complexity Assessment. LREC Ekaterina Kochmar, Sian Gooding, Matthew Shardlow
2020	J	`jnl`	Detecting Multiword Expression Type Helps Lexical Complexity Assessment. CoRR Ekaterina Kochmar, Sian Gooding, Matthew Shardlow
2020	J	`jnl`	HTSS: A novel hybrid text summarisation and simplification architecture. Inf. Process. Manag. Farooq Zaman, Matthew Shardlow, Saeed-Ul Hassan, Naif Radi Aljohani, Raheel Nawaz
2020	B	`conf`	Multi-Word Lexical Simplification. COLING Piotr Przybyla, Matthew Shardlow
2019	J	`jnl`	A Text Mining Pipeline Using Active and Deep Learning Aimed at Curating Information in Computational Neuroscience. Neuroinformatics Matthew Shardlow, Meizhi Ju, Maolin Li, Christian O'Reilly, Elisabetta Iavarone, John McNaught, Sophia Ananiadou
2019	—	`conf`	Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table. ACL (1) Matthew Shardlow, Raheel Nawaz
2018	B	`conf`	A New Corpus to Support Text Mining for the Curation of Metabolites in the ChEBI Database. LREC Matthew Shardlow, Nhung T. H. Nguyen, Gareth I. Owen, Claire O'Donovan, Andrew Leach, John McNaught, Steve Turner, Sophia Ananiadou
2018	J	`jnl`	Identification of research hypotheses and new knowledge from scientific literature. BMC Medical Informatics Decis. Mak. Matthew Shardlow, Riza Batista-Navarro, Paul Thompson, Raheel Nawaz, John McNaught, Sophia Ananiadou
2018	—	`conf`	Manchester Metropolitan at SemEval-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets. SemEval@NAACL-HLT Luciano Gerber, Matthew Shardlow
2016	J	`jnl`	Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts. J. Biomed. Informatics Ioannis Korkontzelos, Azadeh Nikfarjam, Matthew Shardlow, Abeed Sarker, Sophia Ananiadou, Graciela Gonzalez-Hernandez
2016	—	`conf`	NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features. SemEval@NAACL-HLT Piotr Przybyla, Nhung T. H. Nguyen, Matthew Shardlow, Georgios Kontonatsios, Sophia Ananiadou
2016	J	`jnl`	Text mining resources for the life sciences. Database J. Biol. Databases Curation Piotr Przybyla, Matthew Shardlow, Sophie Aubin, Robert Bossy, Richard Eckart de Castilho, Stelios Piperidis, John McNaught, Sophia Ananiadou
2015	—	`—`	Lexical simplification: optimising the pipeline. Matthew Shardlow
2014	B	`conf`	Out in the Open: Finding and Categorising Errors in the Lexical Simplification Pipeline. LREC Matthew Shardlow
2013	—	`conf`	A Comparison of Techniques to Automatically Identify Complex Words. ACL (Student Research Workshop) Matthew Shardlow
2013	—	`conf`	The CW Corpus: A New Resource for Evaluating the Identification of Complex Words. PITR@ACL Matthew Shardlow