Tweet Contextualization using Continuous Space Vectors: Automatic Summarization of Cultural Documents. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Stéphane Huet; Andréa Carneiro Linhares (CLEF (Working Notes), 2016)

Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (NLDB, 2016)

Utilização de Grafos e Matriz de Similaridade na Sumarização Automática de Documentos Baseada em Extração de Frases. - Elvys Linhares Pontes (CoRR, 2016)

LIA-RAG: a system based on graphs and divergence of probabilities applied to Speech-To-Text Summarization. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (CoRR, 2016)

Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno (CLEF, 2017)

Microblog Contextualization using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (CLEF (Working Notes), 2017)

Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases. - Elvys Linhares Pontes; Thiago Gouveia da Silva; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno; Stéphane Huet (CoRR, 2017)

Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks. - Carlos-Emiliano González-Gallardo; Elvys Linhares Pontes; Fatiha Sadat; Juan-Manuel Torres-Moreno (ACLING, 2018)

A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Stéphane Huet; Andréa Carneiro Linhares (LREC, 2018)

A Multilingual Study of Compressive Cross-Language Text Summarization. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno (MICAI (2), 2018)

An Integrated AMIS Prototype for Automated Summarization and Translation of Newscasts and Reports. - Michal Grega; Kamel Smaïli; Mikolaj Leszczuk; Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Elvys Linhares Pontes; Dominique Fohr; Odile Mella; Mohamed Menacer; Denis Jouvet (MISSI, 2018)

Cross-Lingual Speech-to-Text Summarization. - Elvys Linhares Pontes; Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Stéphane Huet (MISSI, 2018)

A First Summarization System of a Video in a Target Language. - Kamel Smaïli; Dominique Fohr; Carlos-Emiliano González-Gallardo; Michal Grega; Lucjan Janowski; Denis Jouvet; Artur Komorowski; Arian Kozbial; David Langlois 001; Mikolaj Leszczuk; Odile Mella; Mohamed Amine Menacer; et al. (MISSI, 2018)

Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (NLDB, 2018)

Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. - Elvys Linhares Pontes; Stéphane Huet; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno (CORIA-TALN-RJC (TALN 2), 2018)

Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming. - Elvys Linhares Pontes; Stéphane Huet; Thiago Gouveia da Silva; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno (TextGraphs@NAACL-HLT, 2018)

Compressive Cross-Language Text Summarization. (Résumé Translingue de Textes par Compression). - Elvys Linhares Pontes (2018)

TLR at BSNLP2019: A Multilingual Named Entity Recognition System. - José G. Moreno 001; Elvys Linhares Pontes; Mickaël Coustaty; Antoine Doucet (BSNLP@ACL, 2019)

Impact of OCR Quality on Named Entity Linking. - Elvys Linhares Pontes; Ahmed Hamdi; Nicolas Sidere; Antoine Doucet (ICADL, 2019)

Summarizing videos into a target language: Methodology, architectures and evaluation. - Kamel Smaïli; Dominique Fohr; Carlos-Emiliano González-Gallardo; Michal Grega; Lucjan Janowski; Denis Jouvet; Arian Kozbial; David Langlois 001; Mikolaj Leszczuk; Odile Mella; Mohamed Amine Menacer; Amaia Méndez; et al. (J. Intell. Fuzzy Syst., 2019)

Robust Named Entity Recognition and Linking on Historical Multilingual Documents. - Emanuela Boros; Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; Ahmed Hamdi; José G. Moreno 001; Nicolas Sidère; Antoine Doucet (CLEF (Working Notes), 2020)

Alleviating Digitization Errors in Named Entity Recognition for Historical Documents. - Emanuela Boros; Ahmed Hamdi; Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; José G. Moreno 001; Nicolas Sidere; Antoine Doucet (CoNLL, 2020)

Entity Linking for Historical Documents: Challenges and Solutions. - Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; José G. Moreno 001; Emanuela Boros; Ahmed Hamdi; Nicolas Sidère; Mickaël Coustaty; Antoine Doucet (ICADL, 2020)

Linking Named Entities across Languages using Multilingual Word Embeddings. - Elvys Linhares Pontes; José G. Moreno 001; Antoine Doucet (JCDL, 2020)

A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Thiago Gouveia da Silva; Andréa Carneiro Linhares (Computación y Sistemas, 2020)

Compressive approaches for cross-language multi-document summarization. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (Data Knowl. Eng., 2020)

Contextual Sentence Analysis for the Sentiment Prediction on Financial Data. - Elvys Linhares Pontes; Mohamed Benjannet (IEEE BigData, 2021)

Atténuer les erreurs de numérisation dans la reconnaissance d'entités nommées pour les documents historiques. - Emanuela Boros; Ahmed Hamdi; Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; José G. Moreno 001; Nicolas Sidère; Antoine Doucet (CORIA, 2021)

A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers. - Ahmed Hamdi; Elvys Linhares Pontes; Emanuela Boros; Thi Tuyet Hai Nguyen; Günter Hackl; José G. Moreno 001; Antoine Doucet (SIGIR, 2021)

Using contextual sentence analysis models to recognize ESG concepts. - Elvys Linhares Pontes; Mohamed Benjannet; José G. Moreno 001; Antoine Doucet (CoRR, 2022)

MELHISSA: a multilingual entity linking architecture for historical press articles. - Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; José G. Moreno 001; Emanuela Boros; Ahmed Hamdi; Antoine Doucet; Nicolas Sidere; Mickaël Coustaty (Int. J. Digit. Libr., 2022)

Correction to: MELHISSA: a multilingual entity linking architecture for historical press articles. - Elvys Linhares Pontes; Luis Adrián Cabrera-Diego; José G. Moreno 001; Emanuela Boros; Ahmed Hamdi; Antoine Doucet; Nicolas Sidere; Mickaël Coustaty (Int. J. Digit. Libr., 2022)

Leveraging BERT Language Models for Multi-Lingual ESG Issue Identification. - Elvys Linhares Pontes; Mohamed Benjannet; Lam Kim Ming (CoRR, 2023)

In-depth analysis of the impact of OCR errors on named entity recognition and linking. - Ahmed Hamdi; Elvys Linhares Pontes; Nicolas Sidere; Mickaël Coustaty; Antoine Doucet (Nat. Lang. Eng., 2023)

Forecasting Four Business Cycle Phases Using Machine Learning: A Case Study of US and EuroZone. - Elvys Linhares Pontes; Mohamed Benjannet; Raymond Yung (CoRR, 2024)

L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization. - Elvys Linhares Pontes; Carlos-Emiliano González-Gallardo; Mohamed Benjannet; Caryn Qu; Antoine Doucet (CoRR, 2024)

π-yalli: un nouveau corpus pour le nahuatl. - Juan-Manuel Torres-Moreno; Juan José Guzmán-Landa; Graham Ranger; Martha Lorena Avendaño-Garrido; Miguel Figueroa-Saavedra; Ligia Quintana-Torres; Carlos-Emiliano González-Gallardo; Elvys Linhares Pontes; Patricia Velázquez-Morales; Luis-Gil Moreno-Jiménez (CoRR, 2024)

Named Entity Recognition and Classification in Historical Documents: A Survey. - Maud Ehrmann; Ahmed Hamdi; Elvys Linhares Pontes; Matteo Romanello; Antoine Doucet (ACM Comput. Surv., 2024)

Backtesting Sentiment Signals for Trading: Evaluating the Viability of Alpha Generation from Sentiment Analysis. - Elvys Linhares Pontes; Carlos-Emiliano González-Gallardo; Georgeta Bordea; José G. Moreno 001; Mohamed Benjannet; Yuxuan Zhao; Antoine Doucet (CoRR, 2025)