3 papers
cs.CL2025
DOLFIN -- Document-Level Financial test set for Machine Translation
Mariam Nakhlé, Marco Dinarelli, Raheel Qader +2
Despite the strong research interest in document-level Machine Translation (MT), the test sets dedicated to this task are still scarce. The existing test sets mainly cover topics f…
cs.CL2024
Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task
Gaëtan Caillaut, Raheel Qader, Mariam Nakhlé +2
Recent studies have showcased remarkable capabilities of decoder-only models in many NLP tasks, including translation. Yet, the machine translation field has been largely dominated…
cs.CL2024
Large Language Model Adaptation for Financial Sentiment Analysis
Pau Rodriguez Inserte, Mariam Nakhlé, Raheel Qader +2
Natural language processing (NLP) has recently gained relevance within financial institutions by providing highly valuable insights into companies and markets' financial documents.…