Michael J. Paul

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All published works

Action	Title	Year	Authors
+	User Factor Adaptation for User Embedding via Multitask Learning	2021	Xiaolei Huang Michael J. Paul Franck Dernoncourt Robin Burke Mark Dredze
+	User Factor Adaptation for User Embedding via Multitask Learning	2021	Xiaolei Huang Michael J. Paul Robin Burke Franck Dernoncourt Mark Dredze
+	Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition	2020	Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul
+ PDF Chat	An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models	2020	Shudong Hao Michael J. Paul
+	Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries	2020	Mozhi Zhang Yoshinari Fujinuma Michael J. Paul Jordan Boyd‐Graber
+	Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition	2020	Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul
+	Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries	2020	Mozhi Zhang Yoshinari Fujinuma Michael J. Paul Jordan Boyd‐Graber
+	A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity	2019	Yoshinari Fujinuma Jordan Boyd‐Graber Michael J. Paul
+	A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity	2019	Yoshinari Fujinuma Jordan Boyd‐Graber Michael J. Paul
+	Evaluating Topic Quality with Posterior Variability	2019	Linzi Xing Michael J. Paul Giuseppe Carenini
+	Evaluating Topic Quality with Posterior Variability	2019	Linzi Xing Michael J. Paul Giuseppe Carenini
+	Identifying Protective Health Behaviors on Twitter: Observational Study of Travel Advisories and Zika Virus (Preprint)	2018	Ashlynn R. Daughton Michael J. Paul
+	Understanding Crosslingual Transfer Mechanisms in Probabilistic Topic Modeling.	2018	Shudong Hao Michael J. Paul
+	Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation	2018	Shudong Hao Jordan Boyd‐Graber Michael J. Paul
+	Learning Multilingual Topics from Incomparable Corpus	2018	Shudong Hao Michael J. Paul
+	An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models	2018	Shudong Hao Michael J. Paul
+	Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation	2018	Shudong Hao Jordan Boyd‐Graber Michael J. Paul
+ PDF Chat	Social Monitoring for Public Health	2017	Michael J. Paul Mark Dredze
+ PDF Chat	Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance	2015	Mauricio Santillana André T. Nguyen Mark Dredze Michael J. Paul Elaine O. Nsoesie John S. Brownstein

Common Coauthors

Coauthor	Papers Together
Jordan Boyd‐Graber	6
Shudong Hao	6
Linzi Xing	4
Franck Dernoncourt	4
Yoshinari Fujinuma	4
Xiaolei Huang	4
Mark Dredze	4
Mozhi Zhang	2
Robin Burke	2
Giuseppe Carenini	2
John S. Brownstein	1
Elaine O. Nsoesie	1
André T. Nguyen	1
Mauricio Santillana	1
Ashlynn R. Daughton	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	6
+	Multilingual Topic Models for Unaligned Text	2012	Jordan Boyd‐Graber David M. Blei	6
+ PDF Chat	A Survey of Cross-lingual Word Embedding Models	2019	Sebastian Ruder Ivan Vulić Anders Søgaard	5
+ PDF Chat	Cross-lingual Models of Word Embeddings: An Empirical Comparison	2016	Shyam Upadhyay Manaal Faruqui Chris Dyer Dan Roth	4
+ PDF Chat	How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions	2019	Goran Glavaš Robert Litschko Sebastian Ruder Ivan Vulić	4
+	Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization	2019	Mozhi Zhang Keyulu Xu Ken‐ichi Kawarabayashi Stefanie Jegelka Jordan Boyd‐Graber	4
+	Exploiting Similarities among Languages for Machine Translation	2013	Tomáš Mikolov Quoc V. Le Ilya Sutskever	4
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	4
+	Massively Multilingual Word Embeddings	2016	Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	4
+	Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data	2017	Tengfei Ma Tetsuya Nasukawa	4
+	On the hyper-dirichlet type 1 and hyper-liouville distributions	1991	Samuel Y. Dennis	3
+ PDF Chat	Global Disease Monitoring and Forecasting with Wikipedia	2014	Nicholas Generous Geoffrey Fairchild Alina Deshpande Sara Y. Del Valle Reid Priedhorsky	3
+ PDF Chat	A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings	2018	Mikel Artetxe Gorka Labaka Eneko Agirre	3
+	Learning Gaussian graphical models with fractional marginal pseudo-likelihood	2017	Janne Leppä-aho Johan Pensar Teemu Roos Jukka Corander	3
+	Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation	2018	Shudong Hao Jordan Boyd‐Graber Michael J. Paul	3
+	Stochastic gradient boosting	2002	Jerome H. Friedman	2
+	A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity	2019	Yoshinari Fujinuma Jordan Boyd‐Graber Michael J. Paul	2
+	Unsupervised Neural Machine Translation	2017	Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho	2
+	Joint Effects of Context and User History for Predicting Online Conversation Re-entries	2019	Xingshan Zeng Jing Li Lu Wang Kam‐Fai Wong	2
+ PDF Chat	Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification	2019	Daniel Borkan Lucas Dixon Jeffrey Sorensen Nithum Thain Lucy Vasserman	2
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	2
+	Learning Representations of Social Media Users	2018	Adrian Benton	2
+ PDF Chat	Mixing patterns in networks	2003	M. E. J. Newman	2
+ PDF Chat	Mitigating Gender Bias in Natural Language Processing: Literature Review	2019	Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai ElSherief Jieyu Zhao Diba Mirza Elizabeth Belding Kai-Wei Chang William Yang Wang	2
+	Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling	2014	Jun‐Young Chung Çaǧlar Gülçehre Kyunghyun Cho Yoshua Bengio	2
+ PDF Chat	On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing	2019	Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Eduard Hovy Kai-Wei Chang Nanyun Peng	2
+	Counterfactual Fairness in Text Classification through Robustness	2019	Sahaj Garg Vincent Perot Nicole Limtiaco Ankur Taly Ed H. Alex Beutel	2
+ PDF Chat	Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints	2017	Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordóñez Kai-Wei Chang	2
+	Statistical Analysis of Non-Lattice Data	1975	Julian Besag	2
+	Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems	2018	Svetlana Kiritchenko Saif M. Mohammad	2
+ PDF Chat	Non-Adversarial Unsupervised Word Translation	2018	Yedid Hoshen Lior Wolf	2
+	Improving Review Representations with User Attention and Product Attention for Sentiment Classification	2018	Zhen Wu Xinyu Dai Cunyan Yin Shujian Huang Jiajun Chen	2
+ PDF Chat	Retrofitting Word Vectors to Semantic Lexicons	2015	Manaal Faruqui Jesse Dodge Sunil Kumar Jauhar Chris Dyer Eduard Hovy Noah A. Smith	2
+	AllenNLP: A Deep Semantic Natural Language Processing Platform	2018	Matt Gardner Joël Grus Mark E Neumann Oyvind Tafjord Pradeep Dasigi Nelson Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer	2
+ PDF Chat	Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion	2018	Armand Joulin Piotr Bojanowski Tomáš Mikolov Hervé Jeǵou Édouard Grave	2
+	What Are People Tweeting About Zika? An Exploratory Study Concerning Its Symptoms, Treatment, Transmission, and Prevention	2017	Michele Miller Tanvi Banerjee RoopTeja Muppalla William L. Romine Amit Sheth	2
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	2
+ PDF Chat	Evaluation of Internet-Based Dengue Query Data: Google Dengue Trends	2014	Rebecca T. Gluskin Michael A. Johansson Mauricio Santillana John S. Brownstein	2
+	Word embeddings quantify 100 years of gender and ethnic stereotypes	2018	Nikhil Garg Londa Schiebinger Dan Jurafsky James Zou	2
+ PDF Chat	Detecting influenza epidemics using search engine query data	2008	Jeremy Ginsberg Matthew H. Mohebbi Rajan Patel Lynnette Brammer Mark S. Smolinski Larry Brilliant	2
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	2
+ PDF Chat	Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification	2017	Jan Deriu Aurélien Lucchi Valéria De Luca Aliaksei Severyn Simon Müller Mark Cieliebak Thomas Hofmann Martin Jaggi	2
+ PDF Chat	Accurate estimation of influenza epidemics using Google search data via ARGO	2015	Shihao Yang Mauricio Santillana S. C. Kou	2
+	Multilingual Topic Models for Unaligned Text	2012	Jordan Boyd‐Graber David M. Blei	2
+ PDF Chat	Forecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report Data	2017	Sarah F. McGough John S. Brownstein Jared B. Hawkins Mauricio Santillana	2
+	Offline bilingual word vectors, orthogonal transformations and the inverted softmax	2017	Samuel Smith David H. P. Turban Steven Hamblin Nils Hammerla	2
+ PDF Chat	Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing	2019	Tal Schuster Ori Ram Regina Barzilay Amir Globerson	2
+ PDF Chat	Analysis of weighted networks	2004	M. E. J. Newman	2