Search Results for author: Adrian-Gabriel Chifu

Found 6 papers, 3 papers with code

DeepREF: A Framework for Optimized Deep Learning-based Relation Classification

1 code implementation LREC 2022 Igor Nascimento, Rinaldo Lima, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier

There are many studies in this subarea of NLP that continue to be explored, such as SemEval campaigns (2010 to 2018), or DDI Extraction (2013). For more than ten years, different RE systems using mainly statistical models have been proposed as well as the frameworks to develop them.

Question Answering Recommendation Systems +2

Can we predict QPP? An approach based on multivariate outliers

no code implementations7 Feb 2024 Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md Zia Ullah

Query performance prediction (QPP) aims to forecast the effectiveness of a search engine across a range of queries and documents.

Outlier Detection

Linguistic features for sentence difficulty prediction in ABSA

no code implementations5 Feb 2024 Adrian-Gabriel Chifu, Sébastien Fournier

The first one is binary and labels a sentence as difficult if the classifiers fail to correctly predict the sentiment polarity.

Aspect-Based Sentiment Analysis Natural Language Understanding +3

FreCDo: A Large Corpus for French Cross-Domain Dialect Identification

1 code implementation15 Dec 2022 Mihaela Gaman, Adrian-Gabriel Chifu, William Domingues, Radu Tudor Ionescu

We present a novel corpus for French dialect identification comprising 413, 522 French text samples collected from public news websites in Belgium, Canada, France and Switzerland.

Dialect Identification

The R2I\_LIS Team Proposes Majority Vote for VarDial's MRC Task

no code implementations WS 2019 Adrian-Gabriel Chifu

This article presents the model that generated the runs submitted by the R2I{\_}LIS team to the VarDial2019 evaluation campaign, more particularly, to the binary classification by dialect sub-task of the Moldavian vs. Romanian Cross-dialect Topic identification (MRC) task.

BIG-bench Machine Learning Binary Classification +2

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