Cícero Nogueira dos Santos

According to our database, Cícero Nogueira dos Santos authored at least 73 papers between 2005 and 2023.

Collaborative distances:

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

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

CoRR, 2023

Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks.

Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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

Counterfactual Data Augmentation improves Factuality of Abstractive Summarization.

Dheeraj Rajagopal, Siamak Shakeri, Cícero Nogueira dos Santos, Eduard H. Hovy, Chung-Ching Chang

CoRR, 2022

ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference.

Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cícero Nogueira dos Santos, Yi Tay, Donald Metzler

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Joint Text and Label Generation for Spoken Language Understanding.

Yang Li, Ben Athiwaratkun, Cícero Nogueira dos Santos, Bing Xiang

CoRR, 2021

Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion.

Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu, Isabel F. Cruz

Proceedings of the WWW '21: The Web Conference 2021, 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

Proceedings of the 9th International Conference on Learning Representations, 2021

Generative Context Pair Selection for Multi-hop Question Answering.

Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Knowledge Graph Representation via Hierarchical Hyperbolic Neural Graph Embedding.

Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Philip S. Yu

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 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

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

Contrastive Fine-tuning Improves Robustness for Neural Rankers.

Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.

Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang

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

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training.

Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

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

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, James Hedrick, Jason Crain, Aleksandra Mojsilovic

CoRR, 2020

Covering the News with (AI) Style.

Michele Merler, Cícero Nogueira dos Santos, Mauro Martino, Alfio Massimiliano Gliozzo, John R. Smith

CoRR, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network.

Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Beyond [CLS] through Ranking by Generation.

Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

DualTKB: A Dual Learning Bridge between Text and Knowledge Base.

Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Augmented Natural Language for Generative Sequence Labeling.

Ben Athiwaratkun, Cícero Nogueira dos Santos, Jason Krone, Bing Xiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning Implicit Text Generation via Feature Matching.

Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Sobolev Independence Criterion.

Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cícero Nogueira dos Santos

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 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

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Wasserstein Barycenter Model Ensembling.

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning Implicit Generative Models by Matching Perceptual Features.

Cícero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Assessing the Impact of Contextual Embeddings for Portuguese Named Entity Recognition.

Joaquim Santos, Bernardo Scapini Consoli, Cícero Nogueira dos Santos, Juliano Terra, Sandra Collovini, Renata Vieira

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

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

Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering.

Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir R. Radev

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer.

Cícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Improved Neural Text Attribute Transfer with Non-parallel Data.

Igor Melnyk, Cícero Nogueira dos Santos, Kahini Wadhawan, Inkit Padhi, Abhishek Kumar

CoRR, 2017

Improved Answer Selection with Pre-Trained Word Embeddings.

Rishav Chakravarti, Jirí Navrátil, Cícero Nogueira dos Santos

CoRR, 2017

Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks.

Cícero Nogueira dos Santos, Kahini Wadhawan, Bowen Zhou

CoRR, 2017

Domain adaptation of POS taggers without handcrafted features.

Irving Muller Rodrigues, Eraldo R. Fernandes, Cícero Nogueira dos Santos

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Structured Self-Attentive Sentence Embedding.

Zhouhan Lin, Minwei Feng, Cícero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, Yoshua Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017

Improved Neural Relation Detection for Knowledge Base Question Answering.

Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Boosting Docking-Based Virtual Screening with Deep Learning.

Janaina Cruz Pereira, Ernesto Raúl Caffarena, Cícero Nogueira dos Santos

J. Chem. Inf. Model., 2016

Attentive Pooling Networks.

Cícero Nogueira dos Santos, Ming Tan, Bing Xiang, Bowen Zhou

CoRR, 2016

Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond.

Ramesh Nallapati, Bowen Zhou, Cícero Nogueira dos Santos, Çaglar Gülçehre, Bing Xiang

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Improved Representation Learning for Question Answer Matching.

Ming Tan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Detecting Semantically Equivalent Questions in Online User Forums.

Dasha Bogdanova, Cícero Nogueira dos Santos, Luciano Barbosa, Bianca Zadrozny

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Boosting Named Entity Recognition with Neural Character Embeddings.

Cícero Nogueira dos Santos, Victor Guimarães

Proceedings of the Fifth Named Entity Workshop, 2015

Classifying Relations by Ranking with Convolutional Neural Networks.

Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Learning Hybrid Representations to Retrieve Semantically Equivalent Questions.

Cícero Nogueira dos Santos, Luciano Barbosa, Dasha Bogdanova, Bianca Zadrozny

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Latent Trees for Coreference Resolution.

Eraldo Rezende Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Comput. Linguistics, 2014

Think Positive: Towards Twitter Sentiment Analysis from Scratch.

Cícero Nogueira dos Santos

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Training State-of-the-Art Portuguese POS Taggers without Handcrafted Features.

Cícero Nogueira dos Santos, Bianca Zadrozny

Proceedings of the Computational Processing of the Portuguese Language, 2014

Learning Character-level Representations for Part-of-Speech Tagging.

Cícero Nogueira dos Santos, Bianca Zadrozny

Proceedings of the 31th International Conference on Machine Learning, 2014

Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts.

Cícero Nogueira dos Santos, Maira Gatti

Proceedings of the COLING 2014, 2014

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

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 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

Proceedings of the Multi-Agent-Based Simulation XIV - International Workshop, 2013

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

Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

2012

A Hybrid Approach of Verbal Decision Analysis and Machine Learning.

Isabelle Tamanini, Plácido Rogério Pinheiro, Cícero Nogueira dos Santos

Proceedings of the Rough Sets and Current Trends in Computing, 2012

Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution.

Eraldo R. Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Entropy Guided Transformation Learning - Algorithms and Applications.

Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2977-6, 2012

2011

Rule and Tree Ensembles for Unrestricted Coreference Resolution.

Cícero Nogueira dos Santos, Davi Lopes Carvalho

Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task, 2011

2010

A Machine Learning Approach to Portuguese Clause Identification.

Eraldo R. Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Proceedings of the Computational Processing of the Portuguese Language, 2010

ETL Ensembles for Chunking, NER and SRL.

Cícero Nogueira dos Santos, Ruy Luiz Milidiú, Carlos E. M. Crestana, Eraldo R. Fernandes

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009

Entropy Guided Transformation Learning.

Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Proceedings of the Foundations of Computational Intelligence, 2009

2008

Portuguese Corpus-Based Learning Using ETL.

Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte

J. Braz. Comput. Soc., 2008

Portuguese Part-of-Speech Tagging Using Entropy Guided Transformation Learning.

Cícero Nogueira dos Santos, Ruy Luiz Milidiú, Raúl P. Rentería

Proceedings of the Computational Processing of the Portuguese Language, 2008

Phrase Chunking Using Entropy Guided Transformation Learning.

Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte

Proceedings of the ACL 2008, 2008

2007

Evolutionary TBL Template Generation.

Ruy Luiz Milidiú, Julio C. Duarte, Cícero Nogueira dos Santos

J. Braz. Comput. Soc., 2007

Probabilistic Classifications with TBL.

Cícero Nogueira dos Santos, Ruy Luiz Milidiú

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

TBL Template Selection: An Evolutionary Approach.

Ruy Luiz Milidiú, Julio C. Duarte, Cícero Nogueira dos Santos

Proceedings of the Current Topics in Artificial Intelligence, 2007

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

Proceedings of the Computational Processing of the Portuguese Language, 2006

Semi-supervised Learning for Portuguese Noun Phrase Extraction.

Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte, Raúl P. Rentería

Proceedings of the Computational Processing of the Portuguese Language, 2006

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

Proceedings of the Advances in Artificial Intelligence, 2006

2005

Constrained Atomic Term: Widening the Reach of Rule Templates in Transformation Based Learning.

Cícero Nogueira dos Santos, Claudia Oliveira

Proceedings of the Progress in Artificial Intelligence, 2005