Abstract: Text classification in natural language processing (NLP) is evolving rapidly, particularly with the surge in transformer-based models, including large language models (LLM). This paper ...

Abstract: Text style transfer is the task of altering the stylistic way in which a given sentence is written while maintaining its original meaning. The task requires models to identify and modify ...

This is the official repository for the paper "E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL". Translating natural language queries into SQL (Text-to-SQL) is a critical task for ...

"She texted me from the plane and she said, 'We're in trouble.' And that was it," Cathy Grossu told the magazine. "So we're devastated. We're brokenhearted." The unimaginable tragedy took the lives of ...

This repository implements the Weighted-AST retrieval with prompting system for SQL-to-Text generation, as described in our research paper "SQL-to-Text Generation with Weighted-AST Few-Shot Prompting" ...

Correspondence to Dr Patricia Logullo, UK EQUATOR Network Centre, Centre for Statistics in Medicine (CSM), University of Oxford, Oxford, OX3 7LD, UK; patricia.logullo{at}ndorms.ox.ac.uk Scientific ...