Vânia Mendonça

According to our database, Vânia Mendonça authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort.

Soraia M. Alarcão, Vânia Mendonça, Cláudia Sevivas, Carolina Maruta, Manuel J. Fonseca

IEEE Trans. Affect. Comput., 2024

2023

Onception: Active Learning with Expert Advice for Real World Machine Translation.

Vânia Mendonça, Ricardo Rei, Luísa Coheur, Alberto Sardinha

Comput. Linguistics, June, 2023

ExpertosLF: dynamic late fusion of CBIR systems using online learning with relevance feedback.

Soraia M. Alarcão, Vânia Mendonça, Carolina Maruta, Manuel J. Fonseca

Multim. Tools Appl., March, 2023

2021

One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-Resource Conversational Agents.

Vânia Mendonça, Luísa Coheur, Alberto Sardinha

Proceedings of the Progress in Artificial Intelligence, 2021

Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort.

Vânia Mendonça, Ricardo Rei, Luísa Coheur, Alberto Sardinha, Ana Lúcia Santos

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing.

Vânia Mendonça, Alberto Sardinha, Luísa Coheur, Ana Lúcia Santos

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations.

Eugénio Ribeiro, Vânia Mendonça, Ricardo Ribeiro, David Martins de Matos, Alberto Sardinha, Ana Lúcia Santos, Luísa Coheur

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2017

Online Learning for Conversational Agents.

Vânia Mendonça, Francisco S. Melo, Luísa Coheur, Alberto Sardinha

Proceedings of the Progress in Artificial Intelligence, 2017

A Conversational Agent Powered by Online Learning.

Vânia Mendonça, Francisco S. Melo, Luísa Coheur, Alberto Sardinha

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Extending VITHEA in Order to Improve Children's Linguistic Skills.

Vânia Mendonça

Proceedings of the Computational Processing of the Portuguese Language, 2016

2015

VITHEA-Kids: a Platform for Improving Language Skills of Children with Autism Spectrum Disorder.

Vânia Mendonça, Luísa Coheur, Alberto Sardinha

Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, 2015