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cs.CL2023★ 1 cited
Language Model Knowledge Distillation for Efficient Question Answering in Spanish
Adrián Bazaga, Pietro Liò, Gos Micklem
Recent advances in the development of pre-trained Spanish language models has led to significant progress in many Natural Language Processing (NLP) tasks, such as question answerin…
cs.CL2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation
Adrián Bazaga, Pietro Liò, Gos Micklem
In recent years, the task of text-to-SQL translation, which converts natural language questions into executable SQL queries, has gained significant attention for its potential to d…
cs.CL2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation
Adrián Bazaga, Pietro Liò, Gos Micklem
Fact verification aims to verify a claim using evidence from a trustworthy knowledge base. To address this challenge, algorithms must produce features for every claim that are both…