Vânia Mendonça

Publications

Vânia Mendonça, Ricardo Rei, Luísa Coheur, Alberto Sardinha, Onception: Active Learning with Expert Advice for Real World Machine Translation, Computational Linguistics, MIT Press Journals, June 2023

Soraia M. Alarcão, Vânia Mendonça, Carolina Maruta, Manuel J. Fonseca, ExpertosLF: dynamic late fusion of CBIR systems using online learning with relevance feedback, Multimedia Tools and Applications, Springer Nature, doi: 10.1007/s11042-022-13119-0, August 2022

Vânia Mendonça, Luísa Coheur, Alberto Sardinha, One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents, In 20th EPIA Conference on Artificial Intelligence, Springer, series Lecture Notes in Computer Science, doi: 10.1007/978-3-030-86230-5_49, September 2021

Vânia Mendonça, Ricardo Rei, Luísa Coheur, Alberto Sardinha, Ana Lúcia Santos, Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort, In The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Association for Computational Linguistics, doi: 10.18653/v1/2021.acl-long.242, August 2021

Vânia Mendonça, Alberto Sardinha, Luísa Coheur, Ana Lúcia Santos, Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing, In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), IEEE, pages 1-8, doi: 10.1109/FUZZ48607.2020.9177707, July 2020

Eugénio Ribeiro, Vânia Mendonça, Ricardo Ribeiro, David Martins de Matos, Alberto Sardinha, Ana Lúcia Santos, Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, In Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), ACL, pages 130-136, Minneapolis, Minnesota, USA, May 2019

Vânia Mendonça, Francisco S. Melo, Luísa Coheur, Alberto Sardinha, Online Learning for Conversational Agents, In EPIA Conference on Artificial Intelligence (EPIA'17), Springer, vol. 10423, series Lecture Notes in Computer Science, pages 739-750, September 2017

Vânia Mendonça, Francisco S. Melo, Luísa Coheur, Alberto Sardinha, A conversational agent powered by online learning, In Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS '17), International Foundation for Autonomous Agents and Multiagent Systems, pages 1637-1639, , São Paulo, Brazil, May 2017

Vânia Mendonça, Cláudia Patrícia Balixa Filipe, Luísa Coheur, Alberto Sardinha, VITHEA-Kids: Improving the Linguistic Skills of Children with Autism Spectrum Disorder, In 12th International Conference, Computational Processing of the Portuguese Language (PROPOR), , Tomar, Portugal, July 2016

Vânia Mendonça, Extending VITHEA in Order to Improve Children’s Linguistic Skills, In PROPOR 2016: Computational Processing of the Portuguese Language, Springer, vol. 9727, series Lecture Notes in Computer Science, pages 3-11, doi: DOI: 10.1007/978-3-319-41552-9_1, June 2016

Vânia Mendonça, Luísa Coheur, Alberto Sardinha, VITHEA-Kids: a platform for improving language skills of children with Autism Spectrum Disorder, In The 17th International ACM SIGACCESS Conference on Computers and Accessibility ASSETS, Lisbon, Portugal, October 2015