| Portuguese word embeddings: Evaluating on word analogies and natural language tasks N Hartmann, E Fonseca, C Shulby, M Treviso, J Rodrigues, S Aluisio arXiv preprint arXiv:1708.06025, 2017 | 312 | 2017 |
| OpenKiwi: An open source framework for quality estimation F Kepler, J Trénous, M Treviso, M Vera, AFT Martins arXiv preprint arXiv:1902.08646, 2019 | 137 | 2019 |
| CometKiwi: IST-unbabel 2022 submission for the quality estimation shared task R Rei, M Treviso, NM Guerreiro, C Zerva, AC Farinha, C Maroti, ... arXiv preprint arXiv:2209.06243, 2022 | 77 | 2022 |
| Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task F Kepler, J Trénous, M Treviso, M Vera, A Góis, MA Farajian, AV Lopes, ... arXiv preprint arXiv:1907.10352, 2019 | 62 | 2019 |
| Efficient methods for natural language processing: A survey M Treviso, JU Lee, T Ji, B Aken, Q Cao, MR Ciosici, M Hassid, K Heafield, ... Transactions of the Association for Computational Linguistics 11, 826-860, 2023 | 57 | 2023 |
| The explanation game: Towards prediction explainability through sparse communication MV Treviso, AFT Martins arXiv preprint arXiv:2004.13876, 2020 | 41 | 2020 |
| Sparse and continuous attention mechanisms A Martins, A Farinhas, M Treviso, V Niculae, P Aguiar, M Figueiredo Advances in Neural Information Processing Systems 33, 20989-21001, 2020 | 26 | 2020 |
| Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks MV Treviso, C Shulby, SM Aluísio Proceedings of the 15th Conference of the European Chapter of the …, 2017 | 22 | 2017 |
| Learning to scaffold: Optimizing model explanations for teaching P Fernandes, M Treviso, D Pruthi, A Martins, G Neubig Advances in Neural Information Processing Systems 35, 36108-36122, 2022 | 17 | 2022 |
| Evaluating word embeddings for sentence boundary detection in speech transcripts MV Treviso, CD Shulby, SM Aluisio arXiv preprint arXiv:1708.04704, 2017 | 17 | 2017 |
| IST-unbabel 2021 submission for the explainable quality estimation shared task M Treviso, NM Guerreiro, R Rei, AFT Martins Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems …, 2021 | 16 | 2021 |
| Predicting attention sparsity in transformers M Treviso, A Góis, P Fernandes, E Fonseca, AFT Martins arXiv preprint arXiv:2109.12188, 2021 | 15 | 2021 |
| The inside story: Towards better understanding of machine translation neural evaluation metrics R Rei, NM Guerreiro, M Treviso, L Coheur, A Lavie, AFT Martins arXiv preprint arXiv:2305.11806, 2023 | 11 | 2023 |
| PELESent: Cross-domain polarity classification using distant supervision EA Corrêa, VQ Marinho, LB dos Santos, TFC Bertaglia, MV Treviso, ... 2017 Brazilian conference on intelligent systems (BRACIS), 49-54, 2017 | 11 | 2017 |
| Scaling up cometkiwi: Unbabel-ist 2023 submission for the quality estimation shared task R Rei, NM Guerreiro, J Pombal, D van Stigt, M Treviso, L Coheur, ... arXiv preprint arXiv:2309.11925, 2023 | 8 | 2023 |
| Detecting mild cognitive impairment in narratives in Brazilian Portuguese: first steps towards a fully automated system MV Treviso, LB Santos, C Shulby, LC Hübner, LL Mansur, SM Aluísio Letras de Hoje 53, 48-58, 2018 | 8 | 2018 |
| Crest: A joint framework for rationalization and counterfactual text generation M Treviso, A Ross, NM Guerreiro, AFT Martins arXiv preprint arXiv:2305.17075, 2023 | 6 | 2023 |
| Sparse continuous distributions and Fenchel-Young losses AFT Martins, M Treviso, A Farinhas, PMQ Aguiar, MAT Figueiredo, ... Journal of Machine Learning Research 23 (257), 1-74, 2022 | 6 | 2022 |
| Deepspin: Deep structured prediction for natural language processing AFT Martins, B Peters, C Zerva, C Lyu, G Correia, M Treviso, P Martins, ... Proceedings of the 23rd annual conference of the european association for …, 2022 | 2 | 2022 |
| Evaluating sentence segmentation in different datasets of neuropsychological language tests in brazilian portuguese E Casanova, MV Treviso, LC Hübner, SM Aluísio Proceedings, 2020 | 2 | 2020 |
Andre MartinsCarnegie Mellon University and Instituto Superior TecnicoVerified email at cs.cmu.edu
