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cs.CL2025
Lingua Custodi's participation at the WMT 2025 Terminology shared task
Jingshu Liu, Raheel Qader, Gaëtan Caillaut +1
While BERT is an effective method for learning monolingual sentence embeddings for semantic similarity and embedding based transfer learning BERT based cross-lingual sentence embed…
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.…