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Scarton, Carolina

  1. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification\n Models with Multiple Rewriting Transformations
    2020/05/01 by Fernando Alva-Manchego, Louis Martin, Alva-Manchego, Fernando +9 · 13 citations
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques
  2. Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science
    2023/05/23 by Yida Mu, Ben P. Wu, Mu, Yida +13 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  3. Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
    2020/10/09 by João Leite, Diego Furtado Silva, Leite, João A. +5 · 6 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  4. Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature
    2022/10/18 by Goldsack, Tomas, Zhang, Zhihao, Lin, Chenghua +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Improving Tokenisation by Alternative Treatment of Spaces
    2022/04/08 by Gow-Smith, Edward, Madabushi, Harish Tayyar, Scarton, Carolina +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. EASSE: Easier Automatic Sentence Simplification Evaluation
    2019/08/13 by Fernando Alva-Manchego, Alva-Manchego, Fernando, Martin, Louis +4 · 2 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  7. Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles
    2024/08/16 by Tomas Goldsack, Carolina Scarton, Goldsack, Tomas +5 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
  8. Weakly Supervised Veracity Classification with LLM-Predicted Credibility Signals
    2023/09/14 by Leite, João A., Razuvayevskaya, Olesya, Bontcheva, Kalina +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
    2022/04/21 by Harish Tayyar Madabushi, Edward Gow-Smith, Madabushi, Harish Tayyar +9 · 2 citations
    Computer Science · Arts and Humanities · #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices
  10. VaxxHesitancy: A Dataset for Studying Hesitancy towards COVID-19 Vaccination on Twitter
    2023/01/17 by Yida Mu, Mali Jin, Mu, Yida +9 · 2 citations
    Social Sciences · Computer Science · #Vaccine Coverage and Hesitancy #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection
  11. AStitchInLanguageModels: Dataset and Methods for the Exploration of\n Idiomaticity in Pre-Trained Language Models
    2021/09/09 by Harish Tayyar Madabushi, Edward Gow-Smith, Madabushi, Harish Tayyar +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks
    2023/07/31 by Leite, João A., Scarton, Carolina, Silva, Diego F. · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  13. Reference-less Analysis of Context Specificity in Translation with Personalised Language Models
    2023/03/29 by Vincent, Sebastian, Dowek, Alice, Sumner, Rowanne +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Enhancing Biomedical Lay Summarisation with External Knowledge Graphs
    2023/10/24 by Tomas Goldsack, Goldsack, Tomas, Zhihao Zhang +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  15. Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking
    2023/08/10 by Iknoor Singh, Singh, Iknoor, Carolina Scarton +5 · 1 citation
    Computer Science · Medicine · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Topic Modeling
  16. Don't Waste a Single Annotation: Improving Single-Label Classifiers Through Soft Labels
    2023/11/09 by Wu, Ben, Li, Yue, Mu, Yida +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. ATLAS: Improving Lay Summarisation with Attribute-based Control
    2024/06/09 by Zhihao Zhang, Tomas Goldsack, Zhang, Zhihao +5 · 1 citation
    Decision Sciences · Computer Science · #Data Quality and Management #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  18. UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections
    2025/05/08 by Fatima Haouari, Carolina Scarton, Haouari, Fatima +13 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI)
  19. Leveraging Large Language Models for Zero-shot Lay Summarisation in Biomedicine and Beyond
    2025/01/09 by Tomas Goldsack, Goldsack, Tomas, Carolina Scarton +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling