17 citations · 39 across the 7 of their papers we have counts for
8 papers
RoBIn: A Transformer-Based Model For Risk Of Bias Inference With Machine Reading Comprehension
Abel Corrêa Dias, Viviane Pereira Moreira, João Luiz Dihl Comba
Objective: Scientific publications play a crucial role in uncovering insights, testing novel drugs, and shaping healthcare policies. Accessing the quality of publications requires…
Simple Unsupervised Similarity-Based Aspect Extraction
Danny Suarez Vargas, Lucas R. C. Pessutto, Viviane Pereira Moreira
In the context of sentiment analysis, there has been growing interest in performing a finer granularity analysis focusing on the specific aspects of the entities being evaluated. T…
BabelEnconding at SemEval-2020 Task 3: Contextual Similarity as a Combination of Multilingualism and Language Models
Lucas R. C. Pessutto, Tiago de Melo, Viviane P. Moreira +1
This paper describes the system submitted by our team (BabelEnconding) to SemEval-2020 Task 3: Predicting the Graded Effect of Context in Word Similarity. We propose an approach th…
Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks
Diego de Vargas Feijo, Viviane Pereira Moreira
BERT (Bidirectional Encoder Representations from Transformers) and ALBERT (A Lite BERT) are methods for pre-training language models which can later be fine-tuned for a variety of…
A Large Parallel Corpus of Full-Text Scientific Articles
Felipe Soares, Viviane Pereira Moreira, Karin Becker
The Scielo database is an important source of scientific information in Latin America, containing articles from several research domains. A striking characteristic of Scielo is tha…
Exploration of User Groups in VEXUS
Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Joao Comba +2
We introduce VEXUS, an interactive visualization framework for exploring user data to fulfill tasks such as finding a set of experts, forming discussion groups and analyzing collec…
Multilingual Schema Matching for Wikipedia Infoboxes
Thanh Nguyen, Viviane Moreira, Huong Nguyen +2
Recent research has taken advantage of Wikipedia's multilingualism as a resource for cross-language information retrieval and machine translation, as well as proposed techniques fo…
Measuring Scientific Group Performance: Integrating h-Group and Homogeneity into the -Index
Roberto da Silva, Jose Palazzo de Oliveira, Viviane Moreira
Ranking groups of researchers is important in several contexts and can serve many purposes such as the fair distribution of grants based on the scientist's publication output, conc…