Constrained Atomic Term: Widening the Reach of Rule Templates in Transformation Based Learning. - Cícero Nogueira dos Santos; Claudia Oliveira (EPIA, 2005)

A Machine Learning Approach to the Identification of Appositives. - Maria Claudia de Freitas; Julio C. Duarte; Cícero Nogueira dos Santos; Ruy Luiz Milidiú; Raúl P. Rentería; Violeta Quental (IBERAMIA-SBIA, 2006)

Semi-supervised Learning for Portuguese Noun Phrase Extraction. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte; Raúl P. Rentería (PROPOR, 2006)

A Set of NP-Extraction Rules for Portuguese: Defining, Learning and Pruning. - Claudia Oliveira; Maria Claudia de Freitas; Violeta Quental; Cícero Nogueira dos Santos; Renato Paes Leme; Lucas Souza (PROPOR, 2006)

TBL Template Selection: An Evolutionary Approach. - Ruy Luiz Milidiú; Julio C. Duarte; Cícero Nogueira dos Santos (CAEPIA, 2007)

Probabilistic Classifications with TBL. - Cícero Nogueira dos Santos; Ruy Luiz Milidiú (CICLing, 2007)

Evolutionary TBL Template Generation. - Ruy Luiz Milidiú; Julio C. Duarte; Cícero Nogueira dos Santos (J. Braz. Comput. Soc., 2007)

Phrase Chunking Using Entropy Guided Transformation Learning. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte (ACL, 2008)

Portuguese Part-of-Speech Tagging Using Entropy Guided Transformation Learning. - Cícero Nogueira dos Santos; Ruy Luiz Milidiú; Raúl P. Rentería (PROPOR, 2008)

Portuguese Corpus-Based Learning Using ETL. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte (J. Braz. Comput. Soc., 2008)

Entropy Guided Transformation Learning. - Cícero Nogueira dos Santos; Ruy Luiz Milidiú (Foundations of Computational Intelligence (1), 2009)

ETL Ensembles for Chunking, NER and SRL. - Cícero Nogueira dos Santos; Ruy Luiz Milidiú; Carlos E. M. Crestana; Eraldo R. Fernandes (CICLing, 2010)

A Machine Learning Approach to Portuguese Clause Identification. - Eraldo R. Fernandes; Cícero Nogueira dos Santos; Ruy Luiz Milidiú (PROPOR, 2010)

Rule and Tree Ensembles for Unrestricted Coreference Resolution. - Cícero Nogueira dos Santos; Davi Lopes Carvalho (CoNLL Shared Task, 2011)

Entropy Guided Transformation Learning - Algorithms and Applications. - Cícero Nogueira dos Santos; Ruy Luiz Milidiú (Springer, 2012)

Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution. - Eraldo R. Fernandes; Cícero Nogueira dos Santos; Ruy Luiz Milidiú (EMNLP-CoNLL Shared Task, 2012)

A Hybrid Approach of Verbal Decision Analysis and Machine Learning. - Isabelle Tamanini; Plácido Rogério Pinheiro; Cícero Nogueira dos Santos (RSCTC, 2012)

Reaction times for user behavior models in microblogging online social networks. - Samuel Martins Barbosa Neto; Maíra Athanázio de Cerqueira Gatti; Paulo Rodrigo Cavalin; Claudio Santos Pinhanez; Cícero Nogueira dos Santos; Ana Paula Appel (DUBMOD@CIKM, 2013)

Large-Scale Multi-agent-Based Modeling and Simulation of Microblogging-Based Online Social Network. - Maíra A. de C. Gatti; Paulo Rodrigo Cavalin; Samuel Martins Barbosa Neto; Claudio S. Pinhanez; Cícero Nogueira dos Santos; Daniel Gribel; Ana Paula Appel (MABS, 2013)

A simulation-based approach to analyze the information diffusion in Microblogging Online Social Network. - Maíra A. de C. Gatti; Ana Paula Appel; Cícero Nogueira dos Santos; Claudio Santos Pinhanez; Paulo Rodrigo Cavalin; Samuel Martins Barbosa Neto (WSC, 2013)

Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts. - Cícero Nogueira dos Santos; Maira Gatti (COLING, 2014)

Learning Character-level Representations for Part-of-Speech Tagging. - Cícero Nogueira dos Santos; Bianca Zadrozny (ICML, 2014)

Training State-of-the-Art Portuguese POS Taggers without Handcrafted Features. - Cícero Nogueira dos Santos; Bianca Zadrozny (PROPOR, 2014)

Think Positive: Towards Twitter Sentiment Analysis from Scratch. - Cícero Nogueira dos Santos (SemEval@COLING, 2014)

Latent Trees for Coreference Resolution. - Eraldo Rezende Fernandes; Cícero Nogueira dos Santos; Ruy Luiz Milidiú (Comput. Linguistics, 2014)

Learning Hybrid Representations to Retrieve Semantically Equivalent Questions. - Cícero Nogueira dos Santos; Luciano Barbosa; Dasha Bogdanova; Bianca Zadrozny (ACL (2), 2015)

Classifying Relations by Ranking with Convolutional Neural Networks. - Cícero Nogueira dos Santos; Bing Xiang; Bowen Zhou 006 (ACL (1), 2015)

Boosting Named Entity Recognition with Neural Character Embeddings. - Cícero Nogueira dos Santos; Victor Guimarães 001 (NEWS@ACL, 2015)

Detecting Semantically Equivalent Questions in Online User Forums. - Dasha Bogdanova; Cícero Nogueira dos Santos; Luciano Barbosa; Bianca Zadrozny (CoNLL, 2015)

Improved Representation Learning for Question Answer Matching. - Ming Tan; Cícero Nogueira dos Santos; Bing Xiang; Bowen Zhou 006 (ACL (1), 2016)

Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond. - Ramesh Nallapati; Bowen Zhou 002; Cícero Nogueira dos Santos; Çaglar Gülçehre; Bing Xiang (CoNLL, 2016)

Attentive Pooling Networks. - Cícero Nogueira dos Santos; Ming Tan; Bing Xiang; Bowen Zhou 006 (CoRR, 2016)

Boosting Docking-Based Virtual Screening with Deep Learning. - Janaina Cruz Pereira; Ernesto Raúl Caffarena; Cícero Nogueira dos Santos (J. Chem. Inf. Model., 2016)

Improved Neural Relation Detection for Knowledge Base Question Answering. - Mo Yu; Wenpeng Yin 001; Kazi Saidul Hasan; Cícero Nogueira dos Santos; Bing Xiang; Bowen Zhou 002 (ACL (1), 2017)

A Structured Self-Attentive Sentence Embedding. - Zhouhan Lin; Minwei Feng; Cícero Nogueira dos Santos; Mo Yu; Bing Xiang; Bowen Zhou 002; Yoshua Bengio (ICLR (Poster), 2017)

Domain adaptation of POS taggers without handcrafted features. - Irving Muller Rodrigues; Eraldo R. Fernandes; Cícero Nogueira dos Santos (IJCNN, 2017)

Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks. - Cícero Nogueira dos Santos; Kahini Wadhawan; Bowen Zhou (CoRR, 2017)

Improved Answer Selection with Pre-Trained Word Embeddings. - Rishav Chakravarti; Jirí Navrátil 001; Cícero Nogueira dos Santos (CoRR, 2017)

Improved Neural Text Attribute Transfer with Non-parallel Data. - Igor Melnyk; Cícero Nogueira dos Santos; Kahini Wadhawan; Inkit Padhi; Abhishek Kumar (CoRR, 2017)

Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. - Cícero Nogueira dos Santos; Igor Melnyk; Inkit Padhi (ACL (2), 2018)

Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. - Rui Zhang 037; Cícero Nogueira dos Santos; Michihiro Yasunaga; Bing Xiang; Dragomir R. Radev (ACL (2), 2018)

PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences. - Payel Das; Kahini Wadhawan; Oscar Chang; Tom Sercu; Cícero Nogueira dos Santos; Matthew Riemer; Inkit Padhi; Vijil Chenthamarakshan; Aleksandra Mojsilovic (CoRR, 2018)

Assessing the Impact of Contextual Embeddings for Portuguese Named Entity Recognition. - Joaquim Santos 001; Bernardo Scapini Consoli; Cícero Nogueira dos Santos; Juliano Terra; Sandra Collovini; Renata Vieira (BRACIS, 2019)

Learning Implicit Generative Models by Matching Perceptual Features. - Cícero Nogueira dos Santos; Youssef Mroueh; Inkit Padhi; Pierre L. Dognin (ICCV, 2019)

Wasserstein Barycenter Model Ensembling. - Pierre L. Dognin; Igor Melnyk; Youssef Mroueh; Jerret Ross; Cícero Nogueira dos Santos; Tom Sercu (ICLR (Poster), 2019)

Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection. - Tom Sercu; Sebastian Gehrmann; Hendrik Strobelt; Payel Das; Inkit Padhi; Cícero Nogueira dos Santos; Kahini Wadhawan; Vijil Chenthamarakshan (DGS@ICLR, 2019)

Sobolev Independence Criterion. - Youssef Mroueh; Tom Sercu; Mattia Rigotti; Inkit Padhi; Cícero Nogueira dos Santos (NeurIPS, 2019)

Learning Implicit Text Generation via Feature Matching. - Inkit Padhi; Pierre L. Dognin; Ke Bai; Cícero Nogueira dos Santos; Vijil Chenthamarakshan; Youssef Mroueh; Payel Das (ACL, 2020)

Augmented Natural Language for Generative Sequence Labeling. - Ben Athiwaratkun; Cícero Nogueira dos Santos; Jason Krone; Bing Xiang (EMNLP (1), 2020)

DualTKB: A Dual Learning Bridge between Text and Knowledge Base. - Pierre L. Dognin; Igor Melnyk; Inkit Padhi; Cícero Nogueira dos Santos; Payel Das (EMNLP (1), 2020)

Beyond [CLS] through Ranking by Generation. - Cícero Nogueira dos Santos; Xiaofei Ma 001; Ramesh Nallapati; Zhiheng Huang; Bing Xiang (EMNLP (1), 2020)

End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. - Siamak Shakeri; Cícero Nogueira dos Santos; Henghui Zhu; Patrick Ng; Feng Nan; Zhiguo Wang; Ramesh Nallapati; Bing Xiang (EMNLP (1), 2020)

H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network. - Shen Wang 005; Xiaokai Wei; Cícero Nogueira dos Santos; Zhiguo Wang; Ramesh Nallapati; Andrew O. Arnold; Bing Xiang; Philip S. Yu (EMNLP (1), 2020)

Unsupervised Domain Adaptation for Cross-lingual Text Labeling. - Dejiao Zhang; Ramesh Nallapati; Henghui Zhu; Feng Nan; Cícero Nogueira dos Santos; Kathleen R. McKeown; Bing Xiang (EMNLP (Findings), 2020)

Covering the News with (AI) Style. - Michele Merler; Cícero Nogueira dos Santos; Mauro Martino; Alfio Massimiliano Gliozzo; John R. Smith (CoRR, 2020)

Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics. - Payel Das; Tom Sercu; Kahini Wadhawan; Inkit Padhi; Sebastian Gehrmann; Flaviu S. Cipcigan; Vijil Chenthamarakshan; Hendrik Strobelt; Cícero Nogueira dos Santos; Pin-Yu Chen; Yi Yan Yang; Jeremy Tan; et al. (CoRR, 2020)

Embedding-based Zero-shot Retrieval through Query Generation. - Davis Liang; Peng Xu; Siamak Shakeri; Cícero Nogueira dos Santos; Ramesh Nallapati; Zhiheng Huang; Bing Xiang (CoRR, 2020)

End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. - Siamak Shakeri; Cícero Nogueira dos Santos; Henry Zhu; Patrick Ng; Feng Nan; Zhiguo Wang; Ramesh Nallapati; Bing Xiang (CoRR, 2020)

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. - Peng Shi 010; Patrick Ng; Zhiguo Wang; Henghui Zhu; Alexander Hanbo Li; Jun Wang 122; Cícero Nogueira dos Santos; Bing Xiang (AAAI, 2021)

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. - Yifan Gao 001; Henghui Zhu; Patrick Ng; Cícero Nogueira dos Santos; Zhiguo Wang; Feng Nan; Dejiao Zhang; Ramesh Nallapati; Andrew O. Arnold; Bing Xiang (ACL/IJCNLP (1), 2021)

Contrastive Fine-tuning Improves Robustness for Neural Rankers. - Xiaofei Ma 001; Cícero Nogueira dos Santos; Andrew O. Arnold (ACL/IJCNLP (Findings), 2021)

Improving Factual Consistency of Abstractive Summarization via Question Answering. - Feng Nan; Cícero Nogueira dos Santos; Henghui Zhu; Patrick Ng; Kathleen R. McKeown; Ramesh Nallapati; Dejiao Zhang; Zhiguo Wang; Andrew O. Arnold; Bing Xiang (ACL/IJCNLP (1), 2021)

Knowledge Graph Representation via Hierarchical Hyperbolic Neural Graph Embedding. - Shen Wang 005; Xiaokai Wei; Cícero Nogueira dos Santos; Zhiguo Wang; Ramesh Nallapati; Andrew O. Arnold; Philip S. Yu (IEEE BigData, 2021)

Entity-level Factual Consistency of Abstractive Text Summarization. - Feng Nan; Ramesh Nallapati; Zhiguo Wang; Cícero Nogueira dos Santos; Henghui Zhu; Dejiao Zhang; Kathy McKeown; Bing Xiang (EACL, 2021)

Generative Context Pair Selection for Multi-hop Question Answering. - Dheeru Dua; Cícero Nogueira dos Santos; Patrick Ng; Ben Athiwaratkun; Bing Xiang; Matt Gardner 001; Sameer Singh 001 (EMNLP (1), 2021)

Structured Prediction as Translation between Augmented Natural Languages. - Giovanni Paolini; Ben Athiwaratkun; Jason Krone; Jie Ma; Alessandro Achille; Rishita Anubhai; Cícero Nogueira dos Santos; Bing Xiang; Stefano Soatto (ICLR, 2021)

Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion. - Shen Wang 005; Xiaokai Wei; Cícero Nogueira dos Santos; Zhiguo Wang; Ramesh Nallapati; Andrew O. Arnold; Bing Xiang; Philip S. Yu; Isabel F. Cruz (WWW, 2021)

Joint Text and Label Generation for Spoken Language Understanding. - Yang Li; Ben Athiwaratkun; Cícero Nogueira dos Santos; Bing Xiang (CoRR, 2021)

ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference. - Kai Hui 001; Honglei Zhuang; Tao Chen 008; Zhen Qin 001; Jing Lu; Dara Bahri; Ji Ma 004; Jai Prakash Gupta 001; Cícero Nogueira dos Santos; Yi Tay; Donald Metzler (ACL (Findings), 2022)

Counterfactual Data Augmentation improves Factuality of Abstractive Summarization. - Dheeraj Rajagopal; Siamak Shakeri; Cícero Nogueira dos Santos; Eduard H. Hovy; Chung-Ching Chang (CoRR, 2022)

Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. - Cícero Nogueira dos Santos; Zhe Dong; Daniel Cer; John Nham; Siamak Shakeri; Jianmo Ni; Yun-Hsuan Sung (CoRR, 2022)

Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. - Kanishka Misra; Cícero Nogueira dos Santos; Siamak Shakeri (ACL (Findings), 2023)

Memory Augmented Language Models through Mixture of Word Experts. - Cícero Nogueira dos Santos; James Lee-Thorp; Isaac Noble; Chung-Ching Chang; David C. Uthus (NAACL-HLT, 2024)