2 papers
cs.CL2024
Improved intent classification based on context information using a windows-based approach
Jeanfranco D. Farfan-Escobedo, Julio C. Dos Reis
Conversational systems have a Natural Language Understanding (NLU) module. In this module, there is a task known as an intent classification that aims at identifying what a user is…
cs.CL2023
Curricular Transfer Learning for Sentence Encoded Tasks
Jader Martins Camboim de Sá, Matheus Ferraroni Sanches, Rafael Roque de Souza +2
Fine-tuning language models in a downstream task is the standard approach for many state-of-the-art methodologies in the field of NLP. However, when the distribution between the so…