---
title: "Carolina Scarton — all works — Elamur Research"
description: "All 31 works of Carolina Scarton in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/carolina-scarton/works/"
---
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# Carolina Scarton — all works

31 works · [← Carolina Scarton](https://md.research.elamur.ai/free/en/authors/carolina-scarton/)

1. **[Findings of the 2015 Workshop on Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/bojar-2015-findings-2015-workshop-statistical-machine/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.*2015 · 465 citations*
2. **[ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations](https://md.research.elamur.ai/free/en/papers/manchego-2020-asset-dataset-tuning-evaluation-sentence/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.*2020 · 215 citations*
3. **[Data-Driven Sentence Simplification: Survey and Benchmark](https://md.research.elamur.ai/free/en/papers/manchego-2020-data-driven-sentence-simplification-survey/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Fernando Alva-Manchego, Carolina Scarton, Lucia Specia*2020 · 213 citations*
4. **[Multi-level Translation Quality Prediction with QuEst++](https://md.research.elamur.ai/free/en/papers/specia-2015-multi-level-translation-quality-prediction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lucia Specia, Gustavo Paetzold, Carolina Scarton*2015 · 184 citations*
5. **[EASSE: Easier Automatic Sentence Simplification Evaluation](https://md.research.elamur.ai/free/en/papers/manchego-2019-easse-easier-automatic-sentence-simplification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.*2019 · 162 citations*
6. **[The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification](https://md.research.elamur.ai/free/en/papers/manchego-2021-un-suitability-automatic-evaluation-metrics/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Fernando Alva-Manchego, Carolina Scarton, Lucia Specia*2021 · 156 citations*
7. **[Learning Simplifications for Specific Target Audiences](https://md.research.elamur.ai/free/en/papers/scarton-2018-learning-simplifications-specific-target-audiences/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Carolina Scarton, Lucia Specia*2018 · 135 citations*
8. **[Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature](https://md.research.elamur.ai/free/en/papers/goldsack-2022-making-science-simple-corpora-lay/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tomas Goldsack, Zhihao Zhang, Chenghua Lin, et al.*2022 · 115 citations*
9. **[Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis ↗](https://aclanthology.org/2020.aacl-main.91/) Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing · no summary yet**João Augusto Leite et al.*2020 · 112 citations*
10. **[SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding](https://md.research.elamur.ai/free/en/papers/madabushi-2022-semeval-2022-task-2-multilingual/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Harish Tayyar Madabushi, Edward Gow-Smith, Marcos Garcia, et al.*2022 · 108 citations*
11. [**Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs**Fernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, et al.*Machine translation · 104 citations*](https://md.research.elamur.ai/free/en/papers/manchego-2017-learning-how-simplify-explicit-labeling/)
12. **[Probing for idiomaticity in vector space models](https://md.research.elamur.ai/free/en/papers/garcia-2021-probing-idiomaticity-vector-space-models/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Marcos Garcia, Tiago Kramer Vieira, Carolina Scarton, et al.*2021 · 89 citations*
13. **[AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models](https://md.research.elamur.ai/free/en/papers/madabushi-2021-astitchinlanguagemodels-dataset-methods-exploration-idiomaticity/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, et al.*2021 · 86 citations*
14. **[Readability Assessment for Text Simplification](https://md.research.elamur.ai/free/en/papers/aluisio-2010-readability-assessment-text-simplification/) [NAACL HLT Workshop on Innovative Use of NLP for Building Educational Applications](https://md.research.elamur.ai/free/en/venues/naacl-hlt-workshop-on-innovative-use-of-nlp-for-building-educational/)**Sandra Aluisio, Lucia Specia, Caroline Gasperin, et al.*2010 · 68 citations*
15. **[Searching for Context: a Study on Document-Level Labels for Translation Quality Estimation ↗](https://aclanthology.org/W15-4916/) Proceedings of the 18th Annual Conference of the European Association for Machine Translation · no summary yet**Carolina Scarton et al.*2015 · 37 citations*
16. **[Text Simplification from Professionally Produced Corpora ↗](https://aclanthology.org/L18-1553/) Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yet**Carolina Scarton, Gustavo Paetzold, Lucia Specia*2018 · 36 citations*
17. **[MUSST: A Multilingual Syntactic Simplification Tool ↗](https://aclanthology.org/I17-3007/) Proceedings of the IJCNLP 2017, System Demonstrations · no summary yet**Carolina Scarton et al.*2017 · 35 citations*
18. **[SIMPLIFICA: a tool for authoring simplified texts in Brazilian Portuguese guided by readability assessments ↗](https://aclanthology.org/N10-2011/) Proceedings of the NAACL HLT 2010 Demonstration Session · no summary yet**Carolina Scarton et al.*2010 · 34 citations*
19. **[Document-level translation quality estimation: exploring discourse and pseudo-references ↗](https://aclanthology.org/2014.eamt-1.21/) Proceedings of the 17th Annual Conference of the European Association for Machine Translation · no summary yet**Carolina Scarton, Lucia Specia*2014 · 30 citations*
20. **[A Reading Comprehension Corpus for Machine Translation Evaluation ↗](https://aclanthology.org/L16-1579/) Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) · no summary yet**Carolina Scarton, Lucia Specia*2016 · 25 citations*
21. **[Improving Evaluation of Document-level Machine Translation Quality Estimation ↗](https://aclanthology.org/E17-2057/) Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers · no summary yet**Yvette Graham et al.*2017 · 16 citations*
22. **[USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics ↗](https://aclanthology.org/S15-2015/) Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yet**Liling Tan et al.*2015 · 14 citations*
23. **[Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting ↗](https://aclanthology.org/W18-6320/) Proceedings of the Third Conference on Machine Translation: Research Papers · no summary yet**Mikel L. Forcada et al.*2018 · 13 citations*
24. **[Verb Clustering for Brazilian Portuguese ↗](https://doi.org/10.1007/978-3-642-54906-9_3) Lecture notes in computer science · no summary yet**Carolina Scarton et al.*2014 · 12 citations*
25. **[Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality ↗](https://aclanthology.org/2019.iwslt-1.23/) Proceedings of the 16th International Conference on Spoken Language Translation · no summary yet**Carolina Scarton et al.*2019 · 11 citations*
26. **[Investigating Idiomaticity in Word Representations](https://md.research.elamur.ai/free/en/papers/he-2025-investigating-idiomaticity-word-representations/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Wei He, Tiago Kramer Vieira, Marcos Garcia, et al.*2025 · 10 citations*
27. **[Exploring Consensus in Machine Translation for Quality Estimation ↗](https://aclanthology.org/W14-3343/) Proceedings of the Ninth Workshop on Statistical Machine Translation · no summary yet**Carolina Scarton, Lucia Specia*2014 · 7 citations*
28. **[Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ↗](https://aclanthology.org/2022.iwslt-1.31/) Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) · no summary yet**Sebastian Vincent, Loïc Barrault, Carolina Scarton*2022 · 6 citations*
29. **[SAARSHEFF at SemEval-2016 Task 1: Semantic Textual Similarity with Machine Translation Evaluation Metrics and (eXtreme) Boosted Tree Ensembles ↗](https://aclanthology.org/S16-1095/) Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yet**Liling Tan et al.*2016 · 5 citations*
30. **[Quality Estimation for Language Output Applications ↗](https://aclanthology.org/C16-3004/) Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Tutorial Abstracts · no summary yet**Carolina Scarton, Gustavo Paetzold, Lucia Specia*2016 · 2 citations*
31. **[Comparando Avaliações de Inteligibilidade Textual entre Originais e Traduções de Textos Literários (Comparing Textual Intelligibility Evaluations among Literary Source Texts and their Translations) in Portuguese ↗](https://aclanthology.org/W11-4504/) Proceedings of the 8th Brazilian Symposium in Information and Human Language Technology · no summary yet**Bianca Franco Pasqualini, Carolina Evaristo Scarton, Maria José B. Finatto*2011 · 2 citations*