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Carolina Scarton

Carolina Evaristo Scarton

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affiliation: University of Sheffield, Department of Computer Science

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2020 – today

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2023
[c53]
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Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton:
Domain-Driven and Discourse-Guided Scientific Summarisation. ECIR (1) 2023: 361-376
[i22]
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  - journals/corr/abs-2301-06660
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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 abs/2301.06660 (2023)
[i21]
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  - journals/corr/abs-2303-09421
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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 abs/2303.09421 (2023)
2022
[c52]
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  - conf/eamt/VincentBS22
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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: 121-130
[c51]
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Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton:
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. EMNLP 2022: 10589-10604
[c50]
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Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Improving Tokenisation by Alternative Treatment of Spaces. EMNLP 2022: 11430-11443
[c49]
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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: 341-350
[c48]
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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: 107-121
[c47]
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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: 1121-1128
[c46]
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Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton:
Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation. SocInfo 2022: 128-143
[e2]
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Helena Moniz, Lieve Macken, Andrew Rufener, Loïc Barrault, Marta R. Costa-jussà, Christophe Declercq, Maarit Koponen, Ellie Kemp, Spyridon Pilos, Mikel L. Forcada, Carolina Scarton, Joachim Van den Bogaert, Joke Daems, Arda Tezcan, Bram Vanroy, Margot Fonteyne:
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, EAMT 2022, Ghent, Belgium, June 1-3, 2022. European Association for Machine Translation 2022, ISBN 9789464597622 [contents]
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Vládia Pinheiro, Pablo Gamallo, Raquel Amaro, Carolina Scarton, Fernando Batista, Diego Furtado Silva, Catarina Magro, Hugo Pinto:
Computational Processing of the Portuguese Language - 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings. Lecture Notes in Computer Science 13208, Springer 2022, ISBN 978-3-030-98304-8 [contents]
[i20]
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  - journals/corr/abs-2201-03445
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Sidney Evaldo Leal, Magali Sanches Duran, Carolina Evaristo Scarton, Nathan Siegle Hartmann, Sandra Maria Aluísio:
NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese. CoRR abs/2201.03445 (2022)
[i19]
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  - journals/corr/abs-2204-04058
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Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Improving Tokenisation by Alternative Treatment of Spaces. CoRR abs/2204.04058 (2022)
[i18]
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  - journals/corr/abs-2204-10050
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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 abs/2204.10050 (2022)
[i17]
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  - journals/corr/abs-2205-04747
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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 abs/2205.04747 (2022)
[i16]
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  - journals/corr/abs-2205-05990
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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 abs/2205.05990 (2022)
[i15]
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  - journals/corr/abs-2205-11306
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Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Sample Efficient Approaches for Idiomaticity Detection. CoRR abs/2205.11306 (2022)
[i14]
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  - journals/corr/abs-2205-15812
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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 abs/2205.15812 (2022)
[i13]
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  - journals/corr/abs-2207-08522
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Yue Li, Carolina Scarton, Xingyi Song, Kalina Bontcheva:
Classifying COVID-19 vaccine narratives. CoRR abs/2207.08522 (2022)
[i12]
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  - journals/corr/abs-2210-09932
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Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton:
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. CoRR abs/2210.09932 (2022)
[i11]
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  - journals/corr/abs-2212-07457
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Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton:
Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation. CoRR abs/2212.07457 (2022)
2021
[j5]
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Fernando Alva-Manchego, Carolina Scarton, Lucia Specia:
The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification. Comput. Linguistics 47(4): 861-889 (2021)
[j4]
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Yelena Mejova, Marinella Petrocchi, Carolina Scarton:
Special Issue on Disinformation, Hoaxes and Propaganda within Online Social Networks and Media. Online Soc. Networks Media 23: 100132 (2021)
[c45]
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  - conf/acl/GarciaVSIV20
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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: 2730-2741
[c44]
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Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Probing for idiomaticity in vector space models. EACL 2021: 3551-3564
[c43]
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  - conf/emnlp/MadabushiGSV21
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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: 3464-3477
[c42]
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Carolina Scarton, Yue Li:
Cross-lingual Rumour Stance Classification: a First Study with BERT and Machine Translation. TTO 2021: 50-59
[i10]
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  - journals/corr/abs-2101-03013
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Iknoor Singh, Carolina Scarton, Kalina Bontcheva:
Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2. CoRR abs/2101.03013 (2021)
[i9]
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  - journals/corr/abs-2106-11702
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Ye Jiang, Xingyi Song, Carolina Scarton, Ahmet Aker, Kalina Bontcheva:
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 Infodemic. CoRR abs/2106.11702 (2021)
[i8]
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  - journals/corr/abs-2107-12303
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Iknoor Singh, Kalina Bontcheva, Carolina Scarton:
The False COVID-19 Narratives That Keep Being Debunked: A Spatiotemporal Analysis. CoRR abs/2107.12303 (2021)
[i7]
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  - journals/corr/abs-2109-04413
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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 abs/2109.04413 (2021)
2020
[j3]
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Fernando Alva-Manchego, Carolina Scarton, Lucia Specia:
Data-Driven Sentence Simplification: Survey and Benchmark. Comput. Linguistics 46(1): 135-187 (2020)
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Carolina Scarton:
Horacio Saggion, Automatic Text Simplification. Synthesis lectures on human language technologies, April 2017. Nat. Lang. Eng. 26(4): 489-492 (2020)
[c41]
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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: 4668-4679
[c40]
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Carolina Scarton, Pranava Madhyastha, Lucia Specia:
Deciding When, How and for Whom to Simplify. ECAI 2020: 2172-2179
[c39]
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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: 914-924
[c38]
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Carolina Scarton, Diego F. Silva, Kalina Bontcheva:
Measuring What Counts: The Case of Rumour Stance Classification. AACL/IJCNLP 2020: 925-932
[c37]
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  - conf/lrec/SantosWLVPBS20
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Roney L. S. Santos, Gabriela Wick-Pedro, Sidney Evaldo Leal, Oto A. Vale, Thiago A. S. Pardo, Kalina Bontcheva, Carolina Scarton:
Measuring the Impact of Readability Features in Fake News Detection. LREC 2020: 1404-1413
[c36]
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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: 313-320
[i6]
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  - journals/corr/abs-2005-00481
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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 abs/2005.00481 (2020)
[i5]
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  - journals/corr/abs-2010-04532
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Carolina Scarton, Diego F. Silva, Kalina Bontcheva:
Measuring What Counts: The case of Rumour Stance Classification. CoRR abs/2010.04532 (2020)
[i4]
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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 abs/2010.04543 (2020)

2010 – 2019

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2019
[c35]
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Fernando Alva-Manchego, Carolina Scarton, Lucia Specia:
Cross-Sentence Transformations in Text Simplification. WNLP@ACL 2019: 181-184
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Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia:
EASSE: Easier Automatic Sentence Simplification Evaluation. EMNLP/IJCNLP (3) 2019: 49-54
[c33]
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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
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  - journals/corr/abs-1908-04567
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Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia:
EASSE: Easier Automatic Sentence Simplification Evaluation. CoRR abs/1908.04567 (2019)
[i2]
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  - journals/corr/abs-1910-06204
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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 abs/1910.06204 (2019)
2018
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Lucia Specia, Carolina Scarton, Gustavo Henrique Paetzold:
Quality Estimation for Machine Translation. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2018
[c32]
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Carolina Scarton, Lucia Specia:
Learning Simplifications for Specific Target Audiences. ACL (2) 2018: 712-718
[c31]
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Carolina Scarton, Gustavo Paetzold, Lucia Specia:
Text Simplification from Professionally Produced Corpora. LREC 2018
[c30]
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Carolina Scarton, Gustavo Paetzold, Lucia Specia:
SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain. LREC 2018
[c29]
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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: 192-203
[c28]
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Chiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia:
Sheffield Submissions for WMT18 Multimodal Translation Shared Task. WMT (shared task) 2018: 624-631
[c27]
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Julia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia:
Sheffield Submissions for the WMT18 Quality Estimation Shared Task. WMT (shared task) 2018: 794-800
[i1]
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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 abs/1809.00315 (2018)
2017
[c26]
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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: 356-361
[c25]
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Carolina Scarton, Alessio Palmero Aprosio, Sara Tonelli, Tamara Martín-Wanton, Lucia Specia:
MUSST: A Multilingual Syntactic Simplification Tool. IJCNLP (System Demonstrations) 2017: 25-28
[c24]
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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: 295-305
[c23]
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Frédéric Blain, Carolina Scarton, Lucia Specia:
Bilexical Embeddings for Quality Estimation. WMT 2017: 545-550
2016
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Carolina Scarton:
Document-level machine translation quality estimation. University of Sheffield, UK, 2016
[c22]
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Carolina Scarton, Gustavo Paetzold, Lucia Specia:
Quality Estimation for Language Output Applications. COLING (Tutorials) 2016: 14-17
[c21]
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Carolina Scarton, Lucia Specia:
A Reading Comprehension Corpus for Machine Translation Evaluation. LREC 2016
[c20]
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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: 109-114
[c19]
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  - conf/semeval/TanSSG16
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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: 628-633
[c18]
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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: 131-198
[c17]
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Carolina Scarton, Daniel Beck, Kashif Shah, Karin Sim Smith, Lucia Specia:
Word embeddings and discourse information for Quality Estimation. WMT 2016: 831-837
2015
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Lucia Specia, Gustavo Paetzold, Carolina Scarton:
Multi-level Translation Quality Prediction with QuEst++. ACL (System Demonstrations) 2015: 115-120
[c15]
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Carolina Scarton, Marcos Zampieri, Mihaela Vela, Josef van Genabith, Lucia Specia:
Searching for Context: a Study on Document-Level Labels for Translation Quality Estimation. EAMT 2015
[c14]
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Carolina Scarton:
Discourse and Document-level Information for Evaluating Language Output Tasks. HLT-NAACL 2015: 118-125
[c13]
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Liling Tan, Carolina Scarton, Lucia Specia, Josef van Genabith:
USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics. SemEval@NAACL-HLT 2015: 85-89
[c12]
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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: 1-46
[c11]
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Carolina Scarton, Liling Tan, Lucia Specia:
USHEF and USAAR-USHEF participation in the WMT15 QE shared task. WMT@EMNLP 2015: 336-341
2014
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Carolina Scarton, Lin Sun, Karin Kipper Schuler, Magali Sanches Duran, Martha Palmer, Anna Korhonen:
Verb Clustering for Brazilian Portuguese. CICLing (1) 2014: 25-39
[c9]
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Carolina Scarton, Lucia Specia:
Document-level translation quality estimation: exploring discourse and pseudo-references. EAMT 2014: 101-108
[c8]
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Carolina Scarton, Magali Sanches Duran, Sandra Maria Aluísio:
Using Cross-Linguistic Knowledge to Build VerbNet-Style Lexicons: Results for a (Brazilian) Portuguese VerbNet. PROPOR 2014: 149-160
[c7]
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Carolina Scarton, Lucia Specia:
Exploring Consensus in Machine Translation for Quality Estimation. WMT@ACL 2014: 342-347
2013
[c6]
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Magali Sanches Duran, Carolina Evaristo Scarton, Sandra Maria Aluísio, Carlos Ramisch:
Identifying Pronominal Verbs: Towards Automatic Disambiguation of the Clitic 'se' in Portuguese. MWE@NAACL-HLT 2013: 93-100
2011
[c5]
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Maria José Bocorny Finatto, Carolina Evaristo Scarton, Amanda Rocha, Sandra M. Aluísio:
Características do jornalismo popular: avaliação da inteligibilidade e auxílio à descrição do gênero (Characteristics of Popular News: the Evaluation of Intelligibility and Support to the Genre Description) [in Portuguese]. STIL 2011
[c4]
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  - conf/stil/PasqualiniSF11
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Bianca Franco Pasqualini, Carolina Evaristo Scarton, Maria José Bocorny Finatto:
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]. STIL 2011
[c3]
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Carolina Evaristo Scarton:
VerbNet.Br: construção semiautomática de um léxico computacional de verbos para o português do Brasil (VerbNet.Br: semiautomatic construction of a computational verb lexicon for Brazilian Portuguese) [in Portuguese]. STIL 2011
2010
[j1]
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Carolina Evaristo Scarton, Sandra Maria Aluísio:
Análise da Inteligibilidade de textos via ferramentas de Processamento de Língua Natural: adaptando as métricas do Coh-Metrix para o Português. Linguamática 2(1): 45-61 (2010)
[c2]
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  - conf/iberamia/ScartonGA10
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Carolina Scarton, Caroline Gasperin, Sandra M. Aluísio:
Revisiting the Readability Assessment of Texts in Portuguese. IBERAMIA 2010: 306-315
[c1]
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Carolina Scarton, Matheus de Oliveira, Arnaldo Cândido Júnior, Caroline Gasperin, Sandra M. Aluísio:
SIMPLIFICA: a tool for authoring simplified texts in Brazilian Portuguese guided by readability assessments. NAACL (Demos) 2010: 41-44

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