Cícero Nogueira dos Santos

96 papers A* 8A 1B 4C 3Misc 2Journal 39Unranked 37

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Memory Augmented Language Models through Mixture of Word Experts. NAACL-HLT Cícero Nogueira dos Santos, James Lee-Thorp, Isaac Noble, Chung-Ching Chang, David C. Uthus
2023	J	`jnl`	Memory Augmented Language Models through Mixture of Word Experts. CoRR Cícero Nogueira dos Santos, James Lee-Thorp, Isaac Noble, Chung-Ching Chang, David C. Uthus
2023	—	`conf`	Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. ACL (Findings) Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri
2023	J	`jnl`	Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. CoRR Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri
2022	J	`jnl`	Counterfactual Data Augmentation improves Factuality of Abstractive Summarization. CoRR Dheeraj Rajagopal, Siamak Shakeri, Cícero Nogueira dos Santos, Eduard H. Hovy, Chung-Ching Chang
2022	—	`conf`	ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference. ACL (Findings) 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
2022	J	`jnl`	ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference. CoRR Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cícero Nogueira dos Santos, Yi Tay, Don Metzler
2022	J	`jnl`	Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. CoRR Cícero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-Hsuan Sung
2021	—	`conf`	Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. ACL/IJCNLP (1) Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	—	`conf`	Contrastive Fine-tuning Improves Robustness for Neural Rankers. ACL/IJCNLP (Findings) Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold
2021	J	`jnl`	Contrastive Fine-tuning Improves Robustness for Neural Rankers. CoRR Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold
2021	A	`conf`	Entity-level Factual Consistency of Abstractive Text Summarization. EACL Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang
2021	J	`jnl`	Entity-level Factual Consistency of Abstractive Text Summarization. CoRR Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen R. McKeown, Bing Xiang
2021	—	`conf`	Generative Context Pair Selection for Multi-hop Question Answering. EMNLP (1) Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021	J	`jnl`	Generative Context Pair Selection for Multi-hop Question Answering. CoRR Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021	—	`conf`	Improving Factual Consistency of Abstractive Summarization via Question Answering. ACL/IJCNLP (1) Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Improving Factual Consistency of Abstractive Summarization via Question Answering. CoRR Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Joint Text and Label Generation for Spoken Language Understanding. CoRR Yang Li, Ben Athiwaratkun, Cícero Nogueira dos Santos, Bing Xiang
2021	—	`conf`	Knowledge Graph Representation via Hierarchical Hyperbolic Neural Graph Embedding. IEEE BigData Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Philip S. Yu
2021	A*	`conf`	Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. AAAI Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2021	A*	`conf`	Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion. WWW Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu, Isabel F. Cruz
2021	A*	`conf`	Structured Prediction as Translation between Augmented Natural Languages. ICLR Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cícero Nogueira dos Santos, Bing Xiang, Stefano Soatto
2021	J	`jnl`	Structured Prediction as Translation between Augmented Natural Languages. CoRR Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cícero Nogueira dos Santos, Bing Xiang, Stefano Soatto
2020	J	`jnl`	Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics. CoRR 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
2020	J	`jnl`	Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. CoRR Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2020	—	`conf`	Augmented Natural Language for Generative Sequence Labeling. EMNLP (1) Ben Athiwaratkun, Cícero Nogueira dos Santos, Jason Krone, Bing Xiang
2020	J	`jnl`	Augmented Natural Language for Generative Sequence Labeling. CoRR Ben Athiwaratkun, Cícero Nogueira dos Santos, Jason Krone, Bing Xiang
2020	—	`conf`	Beyond [CLS] through Ranking by Generation. EMNLP (1) Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
2020	J	`jnl`	Beyond [CLS] through Ranking by Generation. CoRR Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
2020	J	`jnl`	Covering the News with (AI) Style. CoRR Michele Merler, Cícero Nogueira dos Santos, Mauro Martino, Alfio Massimiliano Gliozzo, John R. Smith
2020	—	`conf`	DualTKB: A Dual Learning Bridge between Text and Knowledge Base. EMNLP (1) Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das
2020	J	`jnl`	DualTKB: A Dual Learning Bridge between Text and Knowledge Base. CoRR Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das
2020	J	`jnl`	Embedding-based Zero-shot Retrieval through Query Generation. CoRR Davis Liang, Peng Xu, Siamak Shakeri, Cícero Nogueira dos Santos, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
2020	—	`conf`	End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. EMNLP (1) Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020	J	`jnl`	End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. CoRR Siamak Shakeri, Cícero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020	—	`conf`	H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network. EMNLP (1) Shen Wang, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu
2020	J	`jnl`	Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. CoRR Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2020	A*	`conf`	Learning Implicit Text Generation via Feature Matching. ACL Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das
2020	J	`jnl`	Learning Implicit Text Generation via Feature Matching. CoRR Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das
2020	—	`conf`	Unsupervised Domain Adaptation for Cross-lingual Text Labeling. EMNLP (Findings) Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang
2019	—	`conf`	Assessing the Impact of Contextual Embeddings for Portuguese Named Entity Recognition. BRACIS Joaquim Santos, Bernardo Scapini Consoli, Cícero Nogueira dos Santos, Juliano Terra, Sandra Collovini, Renata Vieira
2019	—	`conf`	Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection. DGS@ICLR Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Cícero Nogueira dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan
2019	A*	`conf`	Learning Implicit Generative Models by Matching Perceptual Features. ICCV Cícero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin
2019	J	`jnl`	Learning Implicit Generative Models by Matching Perceptual Features. CoRR Cícero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin
2019	A*	`conf`	Sobolev Independence Criterion. NeurIPS Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cícero Nogueira dos Santos
2019	J	`jnl`	Sobolev Independence Criterion. CoRR Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cícero Nogueira dos Santos
2019	—	`conf`	Wasserstein Barycenter Model Ensembling. ICLR (Poster) Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
2019	J	`jnl`	Wasserstein Barycenter Model Ensembling. CoRR Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
2018	—	`conf`	Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. ACL (2) Cícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi
2018	J	`jnl`	Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. CoRR Cícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi
2018	—	`conf`	Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. ACL (2) Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir R. Radev
2018	J	`jnl`	Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. CoRR Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir R. Radev
2018	J	`jnl`	PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences. CoRR Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu, Cícero Nogueira dos Santos, Matthew Riemer, Inkit Padhi, Vijil Chenthamarakshan, Aleksandra Mojsilovic
2017	—	`conf`	A Structured Self-Attentive Sentence Embedding. ICLR (Poster) Zhouhan Lin, Minwei Feng, Cícero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, Yoshua Bengio
2017	J	`jnl`	A Structured Self-attentive Sentence Embedding. CoRR Zhouhan Lin, Minwei Feng, Cícero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, Yoshua Bengio
2017	B	`conf`	Domain adaptation of POS taggers without handcrafted features. IJCNN Irving Muller Rodrigues, Eraldo R. Fernandes, Cícero Nogueira dos Santos
2017	J	`jnl`	Improved Answer Selection with Pre-Trained Word Embeddings. CoRR Rishav Chakravarti, Jirí Navrátil, Cícero Nogueira dos Santos
2017	—	`conf`	Improved Neural Relation Detection for Knowledge Base Question Answering. ACL (1) Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2017	J	`jnl`	Improved Neural Relation Detection for Knowledge Base Question Answering. CoRR Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2017	J	`jnl`	Improved Neural Text Attribute Transfer with Non-parallel Data. CoRR Igor Melnyk, Cícero Nogueira dos Santos, Kahini Wadhawan, Inkit Padhi, Abhishek Kumar
2017	J	`jnl`	Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks. CoRR Cícero Nogueira dos Santos, Kahini Wadhawan, Bowen Zhou
2016	B	`conf`	Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond. CoNLL Ramesh Nallapati, Bowen Zhou, Cícero Nogueira dos Santos, Çaglar Gülçehre, Bing Xiang
2016	J	`jnl`	Attentive Pooling Networks. CoRR Cícero Nogueira dos Santos, Ming Tan, Bing Xiang, Bowen Zhou
2016	J	`jnl`	Boosting Docking-Based Virtual Screening with Deep Learning. J. Chem. Inf. Model. Janaina Cruz Pereira, Ernesto Raúl Caffarena, Cícero Nogueira dos Santos
2016	—	`conf`	Improved Representation Learning for Question Answer Matching. ACL (1) Ming Tan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2015	—	`conf`	Boosting Named Entity Recognition with Neural Character Embeddings. NEWS@ACL Cícero Nogueira dos Santos, Victor Guimarães
2015	J	`jnl`	Boosting Named Entity Recognition with Neural Character Embeddings. CoRR Cícero Nogueira dos Santos, Victor Guimarães
2015	—	`conf`	Classifying Relations by Ranking with Convolutional Neural Networks. ACL (1) Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2015	J	`jnl`	Classifying Relations by Ranking with Convolutional Neural Networks. CoRR Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2015	B	`conf`	Detecting Semantically Equivalent Questions in Online User Forums. CoNLL Dasha Bogdanova, Cícero Nogueira dos Santos, Luciano Barbosa, Bianca Zadrozny
2015	—	`conf`	Learning Hybrid Representations to Retrieve Semantically Equivalent Questions. ACL (2) Cícero Nogueira dos Santos, Luciano Barbosa, Dasha Bogdanova, Bianca Zadrozny
2014	B	`conf`	Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts. COLING Cícero Nogueira dos Santos, Maira Gatti
2014	J	`jnl`	Latent Trees for Coreference Resolution. Comput. Linguistics Eraldo Rezende Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2014	A*	`conf`	Learning Character-level Representations for Part-of-Speech Tagging. ICML Cícero Nogueira dos Santos, Bianca Zadrozny
2014	—	`conf`	Think Positive: Towards Twitter Sentiment Analysis from Scratch. SemEval@COLING Cícero Nogueira dos Santos
2014	—	`conf`	Training State-of-the-Art Portuguese POS Taggers without Handcrafted Features. PROPOR Cícero Nogueira dos Santos, Bianca Zadrozny
2013	Misc	`conf`	A simulation-based approach to analyze the information diffusion in Microblogging Online Social Network. WSC Maíra A. de C. Gatti, Ana Paula Appel, Cícero Nogueira dos Santos, Claudio Santos Pinhanez, Paulo Rodrigo Cavalin, Samuel Martins Barbosa Neto
2013	C	`conf`	Large-Scale Multi-agent-Based Modeling and Simulation of Microblogging-Based Online Social Network. MABS Maíra A. de C. Gatti, Paulo Rodrigo Cavalin, Samuel Martins Barbosa Neto, Claudio S. Pinhanez, Cícero Nogueira dos Santos, Daniel Gribel, Ana Paula Appel
2013	—	`conf`	Reaction times for user behavior models in microblogging online social networks. DUBMOD@CIKM Samuel Martins Barbosa Neto, Maíra Athanázio de Cerqueira Gatti, Paulo Rodrigo Cavalin, Claudio Santos Pinhanez, Cícero Nogueira dos Santos, Ana Paula Appel
2012	—	`conf`	A Hybrid Approach of Verbal Decision Analysis and Machine Learning. RSCTC Isabelle Tamanini, Plácido Rogério Pinheiro, Cícero Nogueira dos Santos
2012	—	`book`	Entropy Guided Transformation Learning - Algorithms and Applications. Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2012	—	`conf`	Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution. EMNLP-CoNLL Shared Task Eraldo R. Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2011	—	`conf`	Rule and Tree Ensembles for Unrestricted Coreference Resolution. CoNLL Shared Task Cícero Nogueira dos Santos, Davi Lopes Carvalho
2010	—	`conf`	A Machine Learning Approach to Portuguese Clause Identification. PROPOR Eraldo R. Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2010	C	`conf`	ETL Ensembles for Chunking, NER and SRL. CICLing Cícero Nogueira dos Santos, Ruy Luiz Milidiú, Carlos E. M. Crestana, Eraldo R. Fernandes
2009	—	`ch.`	Entropy Guided Transformation Learning. Foundations of Computational Intelligence (1) Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2008	A*	`conf`	Phrase Chunking Using Entropy Guided Transformation Learning. ACL Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte
2008	J	`jnl`	Portuguese Corpus-Based Learning Using ETL. J. Braz. Comput. Soc. Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte
2008	—	`conf`	Portuguese Part-of-Speech Tagging Using Entropy Guided Transformation Learning. PROPOR Cícero Nogueira dos Santos, Ruy Luiz Milidiú, Raúl P. Rentería
2007	J	`jnl`	Evolutionary TBL Template Generation. J. Braz. Comput. Soc. Ruy Luiz Milidiú, Julio C. Duarte, Cícero Nogueira dos Santos
2007	C	`conf`	Probabilistic Classifications with TBL. CICLing Cícero Nogueira dos Santos, Ruy Luiz Milidiú
2007	—	`conf`	TBL Template Selection: An Evolutionary Approach. CAEPIA Ruy Luiz Milidiú, Julio C. Duarte, Cícero Nogueira dos Santos
2006	—	`conf`	A Machine Learning Approach to the Identification of Appositives. IBERAMIA-SBIA Maria Claudia de Freitas, Julio C. Duarte, Cícero Nogueira dos Santos, Ruy Luiz Milidiú, Raúl P. Rentería, Violeta Quental
2006	—	`conf`	A Set of NP-Extraction Rules for Portuguese: Defining, Learning and Pruning. PROPOR Claudia Oliveira, Maria Claudia de Freitas, Violeta Quental, Cícero Nogueira dos Santos, Renato Paes Leme, Lucas Souza
2006	—	`conf`	Semi-supervised Learning for Portuguese Noun Phrase Extraction. PROPOR Ruy Luiz Milidiú, Cícero Nogueira dos Santos, Julio C. Duarte, Raúl P. Rentería
2005	Misc	`conf`	Constrained Atomic Term: Widening the Reach of Rule Templates in Transformation Based Learning. EPIA Cícero Nogueira dos Santos, Claudia Oliveira