Helena de Medeiros Caseli

67 papers B 5C 3Journal 13Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated Machine Learning in medical research: A systematic literature mapping study. Artif. Intell. Medicine Giovanna A. Castro, Luiza G. Barioto, Yu H. Cao, Renato Moraes Silva, Helena de Medeiros Caseli, João A. Machado-Neto, Ricardo Cerri, Aline Villavicencio, Tiago A. Almeida
2025	J	`jnl`	Investigating the Relationship Between Text Vectorization Cosine Similarity and Classification Performance. IEEE Access Fernando Rezende Zagatti, Gilson Yuuji Shimizu, Daniel Lucrédio, Helena de Medeiros Caseli
2024	—	`conf`	Aspect-based sentiment analysis in comments on political debates in Portuguese: evaluating the potential of ChatGPT. PROPOR (1) Eloize R. M. Seno, Lucas Silva, Fábio S. Igarashi Anno, Fabiano M. Rocha Júnior, Helena de Medeiros Caseli
2024	—	`conf`	Biases in GPT-3.5 Turbo model: a case study regarding gender and language. STIL Fernanda Malheiros Assi, Helena de Medeiros Caseli
2024	—	`conf`	Evaluating Sentiment Quantification Methods in Brazilian Portuguese Corpora. BRACIS (3) Lucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli
2024	—	`conf`	Identificação de aspectos explícitos e implícitos em críticas gastronômicas em português: avaliando o potencial dos LLMs. STIL Luiz H. N. Silva, Eloize R. M. Seno, Rozane Rodrigues Rebechi, Helena de Medeiros Caseli, Fabiano M. Rocha Júnior, Guilherme A. Faller
2024	—	`conf`	Identifying Fine-grained Depression Signs in Social Media Posts. LREC/COLING Augusto R. Mendes, Helena de Medeiros Caseli
2024	—	`conf`	Unsupervised Statistical Keyword Extraction Pipeline: Is LLM All You Need? BRACIS (2) Fernando Rezende Zagatti, Daniel Lucrédio, Helena de Medeiros Caseli
2024	—	`conf`	Using Large Language Models for Identifying Satirical News in Brazilian Portuguese. PROPOR (1) Gabriela Wick-Pedro, Cássio Faria da Silva, Marcio Lima Inácio, Oto Araújo Vale, Helena de Medeiros Caseli
2023	—	`conf`	Abordagens Baseadas em Léxicos para a Classificação de Sentimentos Orientada aos Alvos de Opinião em Comentários do Domínio Político. STIL Lucas Lazarini, Fábio S. Igarashi Anno, Eloize Rossi Marques Seno, Helena de Medeiros Caseli
2023	—	`conf`	Choosing What to Mask: More Informed Masking for Multimodal Machine Translation. ACL (student) Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
2023	J	`jnl`	Classificação da qualidade da argumentação em tweets no domínio da política brasileira. Linguamática Cássio Faria da Silva, Vânia Paula de Almeida Néris, Helena de Medeiros Caseli
2023	—	`conf`	Classificação de Polaridade Orientada aos Alvos de Opinião em Comentários sobre Debate Político em Português. STIL Eloize Rossi Marques Seno, Fábio S. Igarashi Anno, Lucas Lazarini, Helena de Medeiros Caseli
2023	—	`conf`	Pipeline para identificação de erros lexicais e geração de sugestões de correção. STIL Luana Q. Garcia, Miguel H. Chinellato, Helena de Medeiros Caseli, Leandro H. M. Oliveira
2022	—	`conf`	Design recommendations for chatbots to support people with depression. IHC Paula Maia de Souza, Isabella da Costa Pires, Vivian Genaro Motti, Helena de Medeiros Caseli, Jair Barbosa Neto, Larissa C. Martini, Vânia Paula de Almeida Néris
2022	B	`conf`	Multilingual and Multimodal Learning for Brazilian Portuguese. LREC Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
2022	—	`conf`	UFSCar's Team at ABSAPT 2022: Using Syntax, Semantics and Context for Solving the Tasks. IberLEF@SEPLN Fernanda Malheiros Assi, Gabriel Barbosa Candido, Lucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli
2022	J	`jnl`	XPTA: um parser AMR para o Português baseado em uma abordagem entre línguas. Linguamática Eloize Rossi Marques Seno, Helena de Medeiros Caseli, Marcio Lima Inácio, Rafael T. Anchiêta, Renata Ramisch
2021	—	`conf`	Análise de polaridade e de tópicos em tweets no domínio da política no Brasil. STIL Leonardo Capellaro, Helena de Medeiros Caseli
2021	—	`conf`	Classificação multimodal para detecção de produtos proibidos em uma plataforma marketplace. STIL Alan da Silva Romualdo, Livy Real, Helena de Medeiros Caseli
2021	B	`conf`	Committee of NAS-based models. IJCNN Bruno Silva Sette, Lucas Cardoso Silva, Fernando Rezende Zagatti, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Helena de Medeiros Caseli, Diego Furtado Silva
2021	C	`conf`	CurL-AutoML: Curriculum Learning-based AutoML. ICMLA Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
2021	—	`conf`	Identificando sintomas de depressão em postagens do Twitter em português do Brasil. STIL Augusto R. Mendes, Rafael V. P. Passador, Helena de Medeiros Caseli
2021	—	`conf`	Measuring Brazilian Portuguese Product Titles Similarity using Embeddings. STIL Alan da Silva Romualdo, Livy Real, Helena de Medeiros Caseli
2021	C	`conf`	MetaPrep: Data preparation pipelines recommendation via meta-learning. ICMLA Fernando Rezende Zagatti, Lucas Cardoso Silva, Lucas Nildaimon dos Santos Silva, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
2021	—	`conf`	Named Entity Recognition for Brazilian Portuguese Product Titles. BRACIS (2) Fernando Silva, Alcides M. e Silva, Bianca M. Lopes, Karina M. Johansson, Fernanda M. Assi, Júlia T. C. de Jesus, Reynold Navarro Mazo, Daniel Lucrédio, Helena de Medeiros Caseli, Livy Real
2021	—	`conf`	Relation extraction in structured and unstructured data: a comparative investigation on smartphone titles in the e-commerce domain. STIL João Gabriel Melo Barbirato, Livy Real, Helena de Medeiros Caseli
2021	J	`jnl`	Sense representations for Portuguese: experiments with sense embeddings and deep neural language models. CoRR Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
2021	J	`jnl`	Sense representations for Portuguese: experiments with sense embeddings and deep neural language models. Lang. Resour. Evaluation Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
2020	C	`conf`	Benchmarking Machine Learning Solutions in Production. ICMLA Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Diego Furtado Silva, Helena de Medeiros Caseli
2020	—	`conf`	Dense Captioning Using Abstract Meaning Representation. BRACIS Antonio M. S. Almeida Neto, Helena de Medeiros Caseli, Tiago A. Almeida
2020	J	`jnl`	Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese. CoRR Jéssica Rodrigues da Silva, Helena de Medeiros Caseli
2020	B	`conf`	NMT and PBSMT Error Analyses in English to Brazilian Portuguese Automatic Translations. LREC Helena de Medeiros Caseli, Marcio Lima Inácio
2020	—	`conf`	Word Embeddings at Post-Editing. PROPOR Marcio Lima Inácio, Helena de Medeiros Caseli
2018	—	`ed.`	Computational Processing of the Portuguese Language - 13th International Conference, PROPOR 2018, Canela, Brazil, September 24-26, 2018, Proceedings PROPOR Aline Villavicencio, Viviane P. Moreira, Alberto Abad, Helena de Medeiros Caseli, Pablo Gamallo, Carlos Ramisch, Hugo Gonçalo Oliveira, Gustavo Henrique Paetzold
2018	—	`conf`	Text-Image Alignment in Portuguese News Using LinkPICS. PROPOR Wellington Cristiano Veltroni, Helena de Medeiros Caseli
2018	—	`conf`	The Effects of Underlying Mono and Multilingual Representations for Text Classification. BRACIS Fernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira
2018	B	`conf`	The Effects of Unimodal Representation Choices on Multimodal Learning. LREC Fernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira
2017	—	`conf`	Discovering Light Verb Constructions and their Translations from Parallel Corpora without Word Alignment. MWE@EACL Natalie Vargas, Carlos Ramisch, Helena de Medeiros Caseli
2015	J	`jnl`	Automatic machine translation error identification. Mach. Transl. Débora Beatriz de Jesus Martins, Helena de Medeiros Caseli
2015	—	`conf`	Never-Ending Multiword Expressions Learning. MWE@NAACL-HLT Alexandre Rondon, Helena de Medeiros Caseli, Carlos Ramisch
2014	B	`conf`	Automatic semantic relation extraction from Portuguese texts. LREC Leonardo Sameshima Taba, Helena de Medeiros Caseli
2014	—	`conf`	NEBEL: Never-Ending Bilingual Equivalent Learner. MICAI (1) Thiago Lima Vieira, Helena de Medeiros Caseli
2012	—	`conf`	Automatic Hyponymy Identification from Brazilian Portuguese Texts. PROPOR Leonardo Sameshima Taba, Helena de Medeiros Caseli
2012	—	`conf`	Bayesian Induction of Syntactic Language Models for Brazilian Portuguese. PROPOR Daniel Emilio Beck, Helena de Medeiros Caseli
2012	—	`ed.`	Computational Processing of the Portuguese Language - 10th International Conference, PROPOR 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings PROPOR Helena de Medeiros Caseli, Aline Villavicencio, António J. S. Teixeira, Fernando Perdigão
2011	—	`conf`	Assisting users in a cross-cultural communication by providing culturally contextualized translations. SIGDOC Bruno Akio Sugiyama, Júnia Coutinho Anacleto, Helena de Medeiros Caseli
2011	—	`conf`	Combining Models for the Alignment of Parallel Syntactic Trees. STIL Josué G. Araujo, Helena de Medeiros Caseli
2011	—	`conf`	Improving Lexical Alignment Using Hybrid Discriminative and Post-Processing Techniques. STIL Paulo Schreiner, Aline Villavicencio, Leonardo Zilio, Helena de Medeiros Caseli
2011	—	`conf`	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 Thiago Lima Vieira, Helena de Medeiros Caseli
2010	—	`conf`	A Hybrid Approach for Multiword Expression Identification. PROPOR Carlos Ramisch, Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
2010	J	`jnl`	Alignment-based extraction of multiword expressions. Lang. Resour. Evaluation Helena de Medeiros Caseli, Carlos Ramisch, Maria das Graças Volpe Nunes, Aline Villavicencio
2010	—	`conf`	Computational Linguistics in Brazil: An Overview. NAACL (Young Investigators Workshop) Thiago A. S. Pardo, Caroline Gasperin, Helena de Medeiros Caseli, Maria das Graças Volpe Nunes
2010	—	`conf`	Factored Translation between Brazilian Portuguese and English. SBIA Helena de Medeiros Caseli, Israel Aono Nunes
2010	J	`jnl`	Identificação de Expressões Multipalavra em Domínios Específicos. Linguamática Aline Villavicencio, Carlos Ramisch, André Machado, Helena de Medeiros Caseli, Maria José Bocorny Finatto
2010	—	`conf`	Using Common Sense to generate culturally contextualized Machine Translation. NAACL (Young Investigators Workshop) Helena de Medeiros Caseli, Bruno Akio Sugiyama, Júnia Coutinho Anacleto Silva
2010	—	`conf`	Using cultural knowledge to assist communication between people with different cultural background. SIGDOC Bruno Akio Sugiyama, Júnia Coutinho Anacleto, Sidney S. Fels, Helena de Medeiros Caseli
2009	J	`jnl`	Building a Brazilian Portuguese Parallel Corpus of Original and Simplified Texts. Res. Comput. Sci. Caroline Gasperin, Helena de Medeiros Caseli, Lucia Specia, Sandra M. Aluísio, Thiago A. S. Pardo, Tiago F. Pereira
2009	—	`conf`	Statistically-Driven Alignment-Based Multiword Expression Identification for Technical Domains. MWE@IJCNLP Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
2008	—	`conf`	A corpus analysis of simple account texts and the proposal of simplification strategies: first steps towards text simplification systems. SIGDOC Sandra M. Aluísio, Lucia Specia, Thiago Alexandre Salgueiro Pardo, Erick Galani Maziero, Helena de Medeiros Caseli, Renata Pontin de Mattos Fortes
2008	—	`conf`	On the Automatic Learning of Bilingual Resources: Some Relevant Factors for Machine Translation. SBIA Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
2008	—	`conf`	VisualLIHLA: the visual online tool for lexical alignment. WebMedia (Companion) Helena de Medeiros Caseli, Felipe T. Gomes, Thiago A. S. Pardo, Maria das Graças Volpe Nunes
2007	—	`—`	Induction of translation lexicons and transfer rules for machine translation. Helena de Medeiros Caseli
2006	J	`jnl`	Automatic induction of bilingual resources from aligned parallel corpora: application to shallow-transfer machine translation. Mach. Transl. Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
2005	J	`jnl`	Evaluating the LIHLA lexical aligner on Spanish, Brazilian Portuguese and Basque parallel texts. Proces. del Leng. Natural Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
2005	—	`conf`	LIHLA: Shared Task System Description. ParallelText@ACL Helena de Medeiros Caseli, Maria das Graças Volpe Nunes, Mikel L. Forcada
2004	—	`conf`	Evaluation of Methods for Sentence and Lexical Alignment of Brazilian Portuguese and English Parallel Texts. SBIA Helena de Medeiros Caseli, Aline Maria da Paz Silva, Maria das Graças Volpe Nunes