Intent detection and slot filling with capsule net architectures for a romanian home assistant

A Stoica, T Kadar, C Lemnaru, R Potolea… - Sensors, 2021 - mdpi.com
As virtual home assistants are becoming more popular, there is an emerging need for
supporting languages other than English. While more wide-spread or popular languages …

A Study on the Impacts of Slot Types and Training Data on Joint Natural Language Understanding in a Spanish Medication Management Assistant Scenario

S Roca, S Rosset, J García, Á Alesanco - Sensors, 2022 - mdpi.com
This study evaluates the impacts of slot tagging and training data length on joint natural
language understanding (NLU) models for medication management scenarios using …

Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti

FA Sakib, AHM Karim, SH Khan… - arXiv preprint arXiv …, 2023 - arxiv.org
As voice assistants cement their place in our technologically advanced society, there
remains a need to cater to the diverse linguistic landscape, including colloquial forms of low …

A Concurrent Intelligent Natural Language Understanding Model for an Automated Inquiry System

G Sunilkumar, S Srihari, SF Gilbert… - 2022 IEEE World …, 2022 - ieeexplore.ieee.org
The work is intended to tackle a vital field that lies at the intersection of speech processing
and natural language processing: Spoken Language Understanding (SLU). Its idea is to …

The impact of Romanian diacritics on intent detection and slot filling

AD Stoica, AC Rad, IH Muntean… - … , Quality and Testing …, 2020 - ieeexplore.ieee.org
This paper aims to provide an empirical analysis of the effect of Romanian diacritics on the
performance of two well known frameworks for intent detection and slot filling: the RASA …

Evaluation of embeddings in medication domain for spanish language using joint natural language understanding

S Roca, S Rosset, J García, Á Alesanco - 8th European Medical and …, 2021 - Springer
Word embeddings have been widely used in Natural Language Processing as the input to
neural networks. Such word embeddings can help in the understanding of the final objective …

A Study on the Impacts of Slot Types and Training Data on Joint Natural Language Understanding in a Spanish Medication Management Assistant Scenario

S Roca Mainer, S Rosset, J García Moros… - 2022 - zaguan.unizar.es
This study evaluates the impacts of slot tagging and training data length on joint natural
language understanding (NLU) models for medication management scenarios using …

[PDF][PDF] Development and evaluation of a microservice-based virtual assistant for chronic patients support

SR Mainer - core.ac.uk
Virtual assistants (aka chatbots) are programs that interact with users through text or voice
messages simulating a human-based conversation. Healthcare-virtual assistants offer …

Development and evaluation of a microservice-based virtual assistant for chronic patients support

S Roca Mainer, Á Alesanco Iglesias - zaguan.unizar.es
Virtual assistants (aka chatbots) are programs that interact with users through text or voice
messages simulating a human-based conversation. Healthcare-virtual assistants offer …

Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario

AC Rad, IHM Muntean, AD Stoica, C Lemnaru… - Advances in Intelligent …, 2021 - Springer
Word embeddings are known to encapsulate semantic similarity and have become the
preferred representation solution for NLP models. However, they fail to identify the type of …