Search Results for author: Nicolas Stefanovitch

Found 6 papers, 0 papers with code

Exploring Linguistically-Lightweight Keyword Extraction Techniques for Indexing News Articles in a Multilingual Set-up

no code implementations EACL (Hackashop) 2021 Jakub Piskorski, Nicolas Stefanovitch, Guillaume Jacquet, Aldo Podavini

This paper presents a study of state-of-the-art unsupervised and linguistically unsophisticated keyword extraction algorithms, based on statistic-, graph-, and embedding-based approaches, including, i. a., Total Keyword Frequency, TF-IDF, RAKE, KPMiner, YAKE, KeyBERT, and variants of TextRank-based keyword extraction algorithms.

Keyword Extraction

Recovering Text from Endangered Languages Corrupted PDF documents

no code implementations ComputEL (ACL) 2022 Nicolas Stefanovitch

In this paper we present an approach to efficiently recover texts from corrupted documents of endangered languages.

Resources and Experiments on Sentiment Classification for Georgian

no code implementations LREC 2022 Nicolas Stefanovitch, Jakub Piskorski, Sopho Kharazi

The results of various experiments on the performance of both lexicon- and machine learning-based models for Georgian sentiment classification are also reported.

Classification Sentiment Analysis +3

Cannot find the paper you are looking for? You can Submit a new open access paper.