Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond R Nallapati, B Zhou, C dos Santos, Ç Gulçehre, B Xiang Conference on Computational Natural Language Learning (CoNLL), 280-290, 2016 | 2783 | 2016 |
A structured self-attentive sentence embedding Z Lin, M Feng, CN Santos, M Yu, B Xiang, B Zhou, Y Bengio ICLR 2017, 2017 | 2699 | 2017 |
Deep convolutional neural networks for sentiment analysis of short texts CN dos Santos, M Gatti Proceedings of the 25th International Conference on Computational …, 2014 | 1554 | 2014 |
Learning Character-level Representations for Part-of-Speech Tagging CN dos Santos, B Zadrozny International Conference on Machine Learning (ICML) 32, 1818-1826, 2014 | 808 | 2014 |
Classifying Relations by Ranking with Convolutional Neural Networks CN dos Santos, B Xiang, B Zhou ACL 2015, 2015 | 718* | 2015 |
LSTM-based Deep Learning Models for Non-factoid Answer Selection M Tan, C dos Santos, B Xiang, B Zhou International Conference on Learning Representations (ICLR ) - Workshop Track, 2016 | 561 | 2016 |
Attentive pooling networks C Santos, M Tan, B Xiang, B Zhou arXiv preprint arXiv:1602.03609, 2016 | 423 | 2016 |
Boosting Named Entity Recognition with Neural Character Embeddings C dos Santos, V Guimaraes Proceedings of NEWS 2015 The Fifth Named Entities Workshop, 9, 2015 | 410* | 2015 |
Improved Neural Relation Detection for Knowledge Base Question Answering M Yu, W Yin, KS Hasan, C Santos, B Xiang, B Zhou ACL 2017, 2017 | 373 | 2017 |
Boosting docking-based virtual screening with deep learning JC Pereira, ER Caffarena, CN Dos Santos Journal of chemical information and modeling 56 (12), 2495-2506, 2016 | 364 | 2016 |
Improved Representation Learning for Question Answer Matching. M Tan, CN dos Santos, B Xiang, B Zhou ACL 2016, 2016 | 320 | 2016 |
Structured prediction as translation between augmented natural languages G Paolini, B Athiwaratkun, J Krone, J Ma, A Achille, R Anubhai, ... arXiv preprint arXiv:2101.05779, 2021 | 262 | 2021 |
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ... Nature Biomedical Engineering 5 (6), 613-623, 2021 | 250 | 2021 |
Latent structure perceptron with feature induction for unrestricted coreference resolution ER Fernandes, CN dos Santos, RL Milidiú Joint Conference on EMNLP and CoNLL-Shared Task, 41-48, 2012 | 168 | 2012 |
Fighting offensive language on social media with unsupervised text style transfer CN Santos, I Melnyk, I Padhi ACL 2018, 2018 | 166 | 2018 |
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ... arXiv preprint arXiv:2403.05530, 2024 | 154 | 2024 |
Entity-level factual consistency of abstractive text summarization F Nan, R Nallapati, Z Wang, CN Santos, H Zhu, D Zhang, K McKeown, ... arXiv preprint arXiv:2102.09130, 2021 | 141 | 2021 |
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions C dos Santos, L Barbosa, D Bogdanova, B Zadrozny ACL 2015 2, 6, 2015 | 114 | 2015 |
Learning contextual representations for semantic parsing with generation-augmented pre-training P Shi, P Ng, Z Wang, H Zhu, AH Li, J Wang, CN dos Santos, B Xiang Proceedings of the AAAI Conference on Artificial Intelligence 35 (15), 13806 …, 2021 | 106 | 2021 |
Detecting Semantically Equivalent Questions in Online User Forums. D Bogdanova, CN dos Santos, L Barbosa, B Zadrozny CoNLL 2015 123, 2015 | 101 | 2015 |