Helena de Medeiros Caseli

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Venues

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Gabriela Wick-Pedro, Cássio Faria da Silva, Marcio Lima Inácio, Oto Araújo Vale, Helena de Medeiros Caseli
Using Large Language Models for Identifying Satirical News in Brazilian Portuguese. PROPOR (2024)
Eloize Seno, Lucas Silva, Fábio Anno, Fabiano Rocha, Helena de Medeiros Caseli
Aspect-based sentiment analysis in comments on political debates in Portuguese: evaluating the potential of ChatGPT. PROPOR (2024)
Cássio Faria da Silva, Vânia Paula de Almeida Néris, Helena de Medeiros Caseli
Classificação da qualidade da argumentação em tweets no domínio da política brasileira. Linguamática 15 (1) (2023)
Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
Choosing What to Mask: More Informed Masking for Multimodal Machine Translation. ACL (student) (2023)
Eloize Rossi Marques Seno, Helena de Medeiros Caseli, Marcio Lima Inácio, Rafael T. Anchiêta, Renata Ramisch
XPTA: um parser AMR para o Português baseado em uma abordagem entre línguas. Linguamática 14 (1) (2022)
Fernanda Malheiros Assi, Gabriel Barbosa Candido, Lucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli
UFSCar's Team at ABSAPT 2022: Using Syntax, Semantics and Context for Solving the Tasks. IberLEF@SEPLN (2022)
Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
Multilingual and Multimodal Learning for Brazilian Portuguese. LREC (2022)
Fernando Rezende Zagatti, Lucas Cardoso Silva, Lucas Nildaimon dos Santos Silva, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
MetaPrep: Data preparation pipelines recommendation via meta-learning. ICMLA (2021)
Fernando Silva, Alcides M. e Silva, Bianca M. Lopes, Karina M. Johansson, Fernanda M. Assi, Júlia T. C. de Jesus, Reynold N. Mazo, Daniel Lucrédio, Helena de Medeiros Caseli, Livy Real
Named Entity Recognition for Brazilian Portuguese Product Titles. BRACIS (2) (2021)
Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
CurL-AutoML: Curriculum Learning-based AutoML. ICMLA (2021)
Bruno Silva Sette, Lucas Cardoso Silva, Fernando Rezende Zagatti, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Helena de Medeiros Caseli, Diego Furtado Silva
Committee of NAS-based models. IJCNN (2021)
Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
Sense representations for Portuguese: experiments with sense embeddings and deep neural language models. Lang. Resour. Evaluation 55 (4) (2021)
Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
Sense representations for Portuguese: experiments with sense embeddings and deep neural language models. CoRR (2021)
Marcio Lima Inácio, Helena de Medeiros Caseli
Word Embeddings at Post-Editing. PROPOR (2020)
Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Diego Furtado Silva, Helena de Medeiros Caseli
Benchmarking Machine Learning Solutions in Production. ICMLA (2020)
Antonio M. S. Almeida Neto, Helena de Medeiros Caseli, Tiago A. Almeida
Dense Captioning Using Abstract Meaning Representation. BRACIS (2020)
Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese. CoRR (2020)
Helena de Medeiros Caseli, Marcio Lima Inácio
NMT and PBSMT Error Analyses in English to Brazilian Portuguese Automatic Translations. LREC (2020)
Fernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira
The Effects of Unimodal Representation Choices on Multimodal Learning. LREC (2018)
Fernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira
The Effects of Underlying Mono and Multilingual Representations for Text Classification. BRACIS (2018)
Wellington Cristiano Veltroni, Helena de Medeiros Caseli
Text-Image Alignment in Portuguese News Using LinkPICS. PROPOR (2018)
Natalie Vargas, Carlos Ramisch, Helena de Medeiros Caseli
Discovering Light Verb Constructions and their Translations from Parallel Corpora without Word Alignment. MWE@EACL (2017)
Débora Beatriz de Jesus Martins, Helena de Medeiros Caseli
Automatic machine translation error identification. Mach. Transl. 29 (1) (2015)
Alexandre Rondon, Helena de Medeiros Caseli, Carlos Ramisch
Never-Ending Multiword Expressions Learning. MWE@NAACL-HLT (2015)
Thiago Lima Vieira, Helena de Medeiros Caseli
NEBEL: Never-Ending Bilingual Equivalent Learner. MICAI (1) (2014)
Leonardo Sameshima Taba, Helena de Medeiros Caseli
Automatic semantic relation extraction from Portuguese texts. LREC (2014)
Leonardo Sameshima Taba, Helena de Medeiros Caseli
Automatic Hyponymy Identification from Brazilian Portuguese Texts. PROPOR (2012)
Daniel Emilio Beck, Helena de Medeiros Caseli
Bayesian Induction of Syntactic Language Models for Brazilian Portuguese. PROPOR (2012)
Josué G. Araujo, Helena de Medeiros Caseli
Combining Models for the Alignment of Parallel Syntactic Trees. STIL (2011)
Bruno Akio Sugiyama, Júnia Coutinho Anacleto, Helena de Medeiros Caseli
Assisting users in a cross-cultural communication by providing culturally contextualized translations. SIGDOC (2011)
Paulo Schreiner, Aline Villavicencio, Leonardo Zilio, Helena de Medeiros Caseli
Improving Lexical Alignment Using Hybrid Discriminative and Post-Processing Techniques. STIL (2011)
Thiago Lima Vieira, Helena de Medeiros Caseli
PorTAl: Recursos e Ferramentas de Tradução Automática para o Português do Brasil (PorTAl: Resources and Tools for Machine Translation of Brazilian Portuguese) [in Portuguese]. STIL (2011)
Helena de Medeiros Caseli, Carlos Ramisch, Maria das Graças Volpe Nunes, Aline Villavicencio
Alignment-based extraction of multiword expressions. Lang. Resour. Evaluation 44 (1-2) (2010)
Helena de Medeiros Caseli, Israel Aono Nunes
Factored Translation between Brazilian Portuguese and English. SBIA (2010)
Carlos Ramisch, Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
A Hybrid Approach for Multiword Expression Identification. PROPOR (2010)
Helena de Medeiros Caseli, Bruno Akio Sugiyama, Júnia Coutinho Anacleto Silva
Using Common Sense to generate culturally contextualized Machine Translation. NAACL (Young Investigators Workshop) (2010)
Bruno Akio Sugiyama, Júnia Coutinho Anacleto, Sidney S. Fels, Helena de Medeiros Caseli
Using cultural knowledge to assist communication between people with different cultural background. SIGDOC (2010)
Aline Villavicencio, Carlos Ramisch, André Machado, Helena de Medeiros Caseli, Maria José Bocorny Finatto
Identificação de Expressões Multipalavra em Domínios Específicos. Linguamática 2 (1) (2010)
Thiago A. S. Pardo, Caroline Gasperin, Helena de Medeiros Caseli, Maria das Graças Volpe Nunes
Computational Linguistics in Brazil: An Overview. NAACL (Young Investigators Workshop) (2010)
Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
Statistically-Driven Alignment-Based Multiword Expression Identification for Technical Domains. MWE@IJCNLP (2009)
Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
On the Automatic Learning of Bilingual Resources: Some Relevant Factors for Machine Translation. SBIA (2008)
Helena de Medeiros Caseli, Felipe T. Gomes, Thiago A. S. Pardo, Maria das Graças Volpe Nunes
VisualLIHLA: the visual online tool for lexical alignment. WebMedia (Companion) (2008)
Sandra M. Aluísio, Lucia Specia, Thiago Alexandre Salgueiro Pardo, Erick Galani Maziero, Helena de Medeiros Caseli, Renata Pontin de Mattos Fortes
A corpus analysis of simple account texts and the proposal of simplification strategies: first steps towards text simplification systems. SIGDOC (2008)
Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
Automatic induction of bilingual resources from aligned parallel corpora: application to shallow-transfer machine translation. Mach. Transl. 20 (4) (2006)
Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
Evaluating the LIHLA lexical aligner on Spanish, Brazilian Portuguese and Basque parallel texts. Proces. del Leng. Natural 35 (2005)
Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
LIHLA: Shared Task System Description. ParallelText@ACL (2005)
Helena de Medeiros Caseli, Aline Maria da Paz Silva, Maria das Graças Volpe Nunes
Evaluation of Methods for Sentence and Lexical Alignment of Brazilian Portuguese and English Parallel Texts. SBIA (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Helena de Medeiros Caseli