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cs.CL2025
Linguistic Interpretability of Transformer-based Language Models: a systematic review
Miguel López-Otal, Jorge Gracia, Jordi Bernad +3
Language models based on the Transformer architecture achieve excellent results in many language-related tasks, such as text classification or sentiment analysis. However, despite…
cs.CL2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering
Laura Cabello, Carmen Martin-Turrero, Uchenna Akujuobi +2
Question answering is a natural language understanding task that involves reasoning over both explicit context, and unstated relevant domain knowledge. Despite the high cost of tra…
cs.CL2020
Semantic Relatedness for Keyword Disambiguation: Exploiting Different Embeddings
María G. Buey, Carlos Bobed, Jorge Gracia +1
Understanding the meaning of words is crucial for many tasks that involve human-machine interaction. This has been tackled by research in Word Sense Disambiguation (WSD) in the Nat…