Carolina Scarton

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 98

Top Venues

University of Sheffield, UK (PHD)

Education History

University of Sheffield, UK

PHD

Publications

Sebastian T. Vincent, Rowanne Sumner, Alice Dowek, Charlotte Prescott, Emily Preston, Chris Bayliss, Chris Oakley, Carolina Scarton
Reference-less Analysis of Context Specificity in Translation with Personalised Language Models. LREC/COLING (2024)
Edward Gow-Smith, Dylan Phelps, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Word Boundary Information Isn't Useful for Encoder Language Models. CoRR (2024)
Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. ACL (Findings) (2024)
Matheus V. V. Berto, Breno L. Freitas, Carolina Scarton, João A. Machado-Neto, Tiago A. Almeida
Accelerating discoveries in medicine using distributed vector representations of words. Expert Syst. Appl. 250 (2024)
Jake Vasilakes, Zhixue Zhao, Ivan Vykopal, Michal Gregor, Martin Hyben, Carolina Scarton
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread. CoRR (2024)
João A. Leite, Olesya Razuvayevskaya, Kalina Bontcheva, Carolina Scarton
EUvsDisinfo: a Dataset for Multilingual Detection of Pro-Kremlin Disinformation in News Articles. CoRR (2024)
Zhihao Zhang, Tomas Goldsack, Carolina Scarton, Chenghua Lin
ATLAS: Improving Lay Summarisation with Attribute-based Control. CoRR (2024)
Yue Li, Carolina Scarton
Can We Identify Stance without Target Arguments? A Study for Rumour Stance Classification. LREC/COLING (2024)
Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science. LREC/COLING (2024)
Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. CoRR (2024)
Sebastian T. Vincent, Charlotte Prescott, Chris Bayliss, Chris Oakley, Carolina Scarton
A Case Study on Contextual Machine Translation in a Professional Scenario of Subtitling. CoRR (2024)
Yue Li, Carolina Scarton, Xingyi Song, Kalina Bontcheva
Classifying COVID-19 Vaccine Narratives. RANLP (2023)
Freddy Heppell, Kalina Bontcheva, Carolina Scarton
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study. CoRR (2023)
Olesya Razuvayevskaya, Ben Wu, João Augusto Leite, Freddy Heppell, Ivan Srba, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification. CoRR (2023)
Sebastian T. Vincent, Robert Flynn, Carolina Scarton
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation. CoRR (2023)
Ben Wu, Olesya Razuvayevskaya, Freddy Heppell, João Augusto Leite, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Team SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification. CoRR (2023)
João Augusto Leite, Carolina Scarton, Diego F. Silva
Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks. CoRR (2023)
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles. CoRR (2023)
Freddy Heppell, Kalina Bontcheva, Carolina Scarton
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study. EMNLP (2023)
Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science. CoRR (2023)
Tomas Goldsack, Zhihao Zhang, Chen Tang, Carolina Scarton, Chenghua Lin
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs. CoRR (2023)
Sebastian T. Vincent, Rowanne Sumner, Alice Dowek, Charlotte Blundell, Emily Preston, Chris Bayliss, Chris Oakley, Carolina Scarton
Personalised Language Modelling of Screen Characters Using Rich Metadata Annotations. CoRR (2023)
Sebastian T. Vincent, Robert Flynn, Carolina Scarton
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation. ACL (Findings) (2023)
Iknoor Singh, Carolina Scarton, Kalina Bontcheva
UTDRM: unsupervised method for training debunked-narrative retrieval models. EPJ Data Sci. 12 (1) (2023)
Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton
Domain-Driven and Discourse-Guided Scientific Summarisation. ECIR (1) (2023)
Yue Li, Carolina Scarton
Evaluating the Role of Target Arguments in Rumour Stance Classification. CoRR (2023)
Ye Jiang, Xingyi Song, Carolina Scarton, Iknoor Singh, Ahmet Aker, Kalina Bontcheva
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of the COVID-19 Infodemic. RANLP (2023)
Yida Mu, Mali Jin, Charlie Grimshaw, Carolina Scarton, Kalina Bontcheva, Xingyi Song
VaxxHesitancy: A Dataset for Studying Hesitancy Towards COVID-19 Vaccination on Twitter. CoRR (2023)
João Augusto Leite, Carolina Scarton, Diego F. Silva
Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks. RANLP (2023)
João Augusto Leite, Olesya Razuvayevskaya, Kalina Bontcheva, Carolina Scarton
Detecting Misinformation with LLM-Predicted Credibility Signals and Weak Supervision. CoRR (2023)
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles. BioNLP@ACL (2023)
Ben Wu, Olesya Razuvayevskaya, Freddy Heppell, João Augusto Leite, Carolina Scarton, Kalina Bontcheva, Xingyi Song
SheffieldVeraAI at SemEval-2023 Task 3: Mono and Multilingual Approaches for News Genre, Topic and Persuasion Technique Classification. SemEval@ACL (2023)
Yida Mu, Mali Jin, Charlie Grimshaw, Carolina Scarton, Kalina Bontcheva, Xingyi Song
VaxxHesitancy: A Dataset for Studying Hesitancy towards COVID-19 Vaccination on Twitter. ICWSM (2023)
Iknoor Singh, Carolina Scarton, Xingyi Song, Kalina Bontcheva
Finding Already Debunked Narratives via Multistage Retrieval: Enabling Cross-Lingual, Cross-Dataset and Zero-Shot Learning. CoRR (2023)
Tomas Goldsack, Zhihao Zhang, Chen Tang, Carolina Scarton, Chenghua Lin
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs. EMNLP (2023)
Yida Mu, Ye Jiang, Freddy Heppell, Iknoor Singh, Carolina Scarton, Kalina Bontcheva, Xingyi Song
A Large-Scale Comparative Study of Accurate COVID-19 Information versus Misinformation. CoRR (2023)
Ben Wu, Yue Li, Yida Mu, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Don't waste a single annotation: improving single-label classifiers through soft labels. EMNLP (Findings) (2023)
Ben Wu, Yue Li, Yida Mu, Carolina Scarton, Kalina Bontcheva, Xingyi Song
Don't Waste a Single Annotation: Improving Single-Label Classifiers Through Soft Labels. CoRR (2023)
Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. SemEval@NAACL (2022)
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
Controlling Extra-Textual Attributes about Dialogue Participants: A Case Study of English-to-Polish Neural Machine Translation. EAMT (2022)
Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. EMNLP (2022)
Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Improving Tokenisation by Alternative Treatment of Spaces. EMNLP (2022)
Yue Li, Carolina Scarton, Xingyi Song, Kalina Bontcheva
Classifying COVID-19 vaccine narratives. CoRR (2022)
Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. CoRR (2022)
Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton
Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation. CoRR (2022)
Iknoor Singh, Yue Li, Melissa Thong, Carolina Scarton
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity. SemEval@NAACL (2022)
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
Controlling Extra-Textual Attributes about Dialogue Participants - A Case Study of English-to-Polish Neural Machine Translation. CoRR (2022)
Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton
Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation. SocInfo (2022)
Iknoor Singh, Yue Li, Melissa Thong, Carolina Scarton
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity. CoRR (2022)
Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. CoRR (2022)
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022. IWSLT@ACL (2022)
Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Improving Tokenisation by Alternative Treatment of Spaces. CoRR (2022)
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022. CoRR (2022)
Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Sample Efficient Approaches for Idiomaticity Detection. CoRR (2022)
Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Sample Efficient Approaches for Idiomaticity Detection. MWE@LREC2022 (2022)
Ye Jiang, Xingyi Song, Carolina Scarton, Ahmet Aker, Kalina Bontcheva
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 Infodemic. CoRR (2021)
Iknoor Singh, Kalina Bontcheva, Carolina Scarton
The False COVID-19 Narratives That Keep Being Debunked: A Spatiotemporal Analysis. CoRR (2021)
Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. ACL/IJCNLP (1) (2021)
Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. EMNLP (Findings) (2021)
Fernando Alva-Manchego, Carolina Scarton, Lucia Specia
The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification. Comput. Linguistics 47 (4) (2021)
Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. CoRR (2021)
Iknoor Singh, Carolina Scarton, Kalina Bontcheva
Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2. CoRR (2021)
Yelena Mejova, Marinella Petrocchi, Carolina Scarton
Special Issue on Disinformation, Hoaxes and Propaganda within Online Social Networks and Media. Online Soc. Networks Media 23 (2021)
Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Probing for idiomaticity in vector space models. EACL (2021)
Carolina Scarton, Yue Li
Cross-lingual Rumour Stance Classification: a First Study with BERT and Machine Translation. TTO (2021)
Gabriela Wick-Pedro, Roney L. S. Santos, Oto A. Vale, Thiago A. S. Pardo, Kalina Bontcheva, Carolina Scarton
Linguistic Analysis Model for Monitoring User Reaction on Satirical News for Brazilian Portuguese. PROPOR (2020)
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. CoRR (2020)
Carolina Scarton, Diego F. Silva, Kalina Bontcheva
Measuring What Counts: The case of Rumour Stance Classification. CoRR (2020)
Carolina Scarton, Pranava Madhyastha, Lucia Specia
Deciding When, How and for Whom to Simplify. ECAI (2020)
Carolina Scarton
Horacio Saggion, Automatic Text Simplification. Synthesis lectures on human language technologies, April 2017. Nat. Lang. Eng. 26 (4) (2020)
Carolina Scarton, Diego F. Silva, Kalina Bontcheva
Measuring What Counts: The Case of Rumour Stance Classification. AACL/IJCNLP (2020)
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. ACL (2020)
João Augusto Leite, Diego F. Silva, Kalina Bontcheva, Carolina Scarton
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis. CoRR (2020)
João Augusto Leite, Diego F. Silva, Kalina Bontcheva, Carolina Scarton
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis. AACL/IJCNLP (2020)
Roney L. S. Santos, Gabriela Wick-Pedro, Sidney Leal, Oto A. Vale, Thiago A. S. Pardo, Kalina Bontcheva, Carolina Scarton
Measuring the Impact of Readability Features in Fake News Detection. LREC (2020)
Fernando Alva-Manchego, Carolina Scarton, Lucia Specia
Data-Driven Sentence Simplification: Survey and Benchmark. Comput. Linguistics 46 (1) (2020)
Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia
EASSE: Easier Automatic Sentence Simplification Evaluation. EMNLP/IJCNLP (3) (2019)
Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia
EASSE: Easier Automatic Sentence Simplification Evaluation. CoRR (2019)
Fernando Alva-Manchego, Carolina Scarton, Lucia Specia
Cross-Sentence Transformations in Text Simplification. WNLP@ACL (2019)
Carolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis, Lucia Specia
Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality. IWSLT (2019)
Carolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis, Lucia Specia
Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality. CoRR (2019)
Julia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia
Sheffield Submissions for the WMT18 Quality Estimation Shared Task. WMT (shared task) (2018)
Mikel L. Forcada, Carolina Scarton, Lucia Specia, Barry Haddow, Alexandra Birch
Exploring Gap Filling as a Cheaper Alternative to Reading Comprehension Questionnaires when Evaluating Machine Translation for Gisting. CoRR (2018)
Carolina Scarton, Lucia Specia
Learning Simplifications for Specific Target Audiences. ACL (2) (2018)
Chiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia
Sheffield Submissions for WMT18 Multimodal Translation Shared Task. WMT (shared task) (2018)
Carolina Scarton, Gustavo Paetzold, Lucia Specia
SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain. LREC (2018)
Mikel L. Forcada, Carolina Scarton, Lucia Specia, Barry Haddow, Alexandra Birch
Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting. WMT (2018)
Carolina Scarton, Gustavo Paetzold, Lucia Specia
Text Simplification from Professionally Produced Corpora. LREC (2018)
Yvette Graham, Qingsong Ma, Timothy Baldwin, Qun Liu, Carla Parra Escartín, Carolina Scarton
Improving Evaluation of Document-level Machine Translation Quality Estimation. EACL (2) (2017)
Fernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, Carolina Scarton, Lucia Specia
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs. IJCNLP(1) (2017)
Frédéric Blain, Carolina Scarton, Lucia Specia
Bilexical Embeddings for Quality Estimation. WMT (2017)
Carolina Scarton, Alessio Palmero Aprosio, Sara Tonelli, Tamara Martín-Wanton, Lucia Specia
MUSST: A Multilingual Syntactic Simplification Tool. IJCNLP (System Demonstrations) (2017)
Carolina Scarton, Gustavo Paetzold, Lucia Specia
Quality Estimation for Language Output Applications. COLING (Tutorials) (2016)
Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana L. Neves, Martin Popel, Matt Post, Raphael Rubino, Carolina Scarton, Lucia Specia, Marco Turchi, Karin Verspoor, Marcos Zampieri
Findings of the 2016 Conference on Machine Translation. WMT (2016)
Sandra M. Aluísio, Andre Cunha, Carolina Scarton
Evaluating Progression of Alzheimer's Disease by Regression and Classification Methods in a Narrative Language Test in Portuguese. PROPOR (2016)
Carolina Scarton, Lucia Specia
A Reading Comprehension Corpus for Machine Translation Evaluation. LREC (2016)
Liling Tan, Carolina Scarton, Lucia Specia, Josef van Genabith
SAARSHEFF at SemEval-2016 Task 1: Semantic Textual Similarity with Machine Translation Evaluation Metrics and (eXtreme) Boosted Tree Ensembles. SemEval@NAACL-HLT (2016)
Carolina Scarton, Daniel Beck, Kashif Shah, Karin Sim Smith, Lucia Specia
Word embeddings and discourse information for Quality Estimation. WMT (2016)
Lucia Specia, Gustavo Paetzold, Carolina Scarton
Multi-level Translation Quality Prediction with QuEst++. ACL (System Demonstrations) (2015)
Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Barry Haddow, Matthias Huck, Chris Hokamp, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Matt Post, Carolina Scarton, Lucia Specia, Marco Turchi
Findings of the 2015 Workshop on Statistical Machine Translation. WMT@EMNLP (2015)

Carolina Scarton.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Carolina Scarton