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

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

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

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)