Christopher Meek

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All published works

Action	Title	Year	Authors
+	FoundWright: A System to Help People Re-find Pages from Their Web-history	2023	Haekyu Park Gonzalo Ramos Jina Suh Christopher Meek Rachel Ng Mary Czerwinski
+	CLUES: Few-Shot Learning Evaluation in Natural Language Understanding	2021	Subhabrata Mukherjee Xiaodong Liu Guo‐qing Zheng Saghar Hosseini Hao Cheng Greg Yang Christopher Meek Ahmed Hassan Awadallah Jianfeng Gao
+	Spider Realistic Dataset In Structure-Grounded Pretraining for Text-to-SQL	2021	Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson
+	NL-EDIT: Correcting semantic parse errors through natural language interaction	2021	Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo Ramos Ahmed Hassan Awadallah
+ PDF Chat	NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction	2021	Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo Ramos Ahmed Hassan Awadallah
+ PDF Chat	Structure-Grounded Pretraining for Text-to-SQL	2021	Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson
+	CLUES: Few-Shot Learning Evaluation in Natural Language Understanding	2021	Subhabrata Mukherjee Xiaodong Liu Guo‐qing Zheng Saghar Hosseini Hao Cheng Greg Yang Christopher Meek Ahmed Hassan Awadallah Jianfeng Gao
+	NL-EDIT: Correcting semantic parse errors through natural language interaction	2021	Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo Ramos Ahmed Hassan Awadallah
+	Embedded Bayesian Network Classifiers.	2019	David Heckerman Christopher Meek
+	Machine Teaching: A New Paradigm for Building Machine Learning Systems.	2017	Patrice Y. Simard Saleema Amershi David Maxwell Chickering Alicia Edelman Pelton Soroush Ghorashi Christopher Meek Gonzalo Ramos Jina Suh Johan Verwey Mo Wang
+	Machine Teaching: A New Paradigm for Building Machine Learning Systems	2017	Patrice Y. Simard Saleema Amershi David M. Chickering Alicia Edelman Pelton Soroush Ghorashi Christopher Meek Gonzalo Ramos Jina Suh Johan Verwey Mo Wang
+	Universal Models of Multivariate Temporal Point Processes	2016	Asela Gunawardana Christopher Meek
+	Analysis of a Design Pattern for Teaching with Features and Labels	2016	Christopher Meek Patrice Y. Simard Xiaojin Zhu
+	Regularized Minimax Conditional Entropy for Crowdsourcing	2015	Dengyong Zhou Qiang Liu John Platt Christopher Meek Nihar B. Shah
+	Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations	2015	David Maxwell Chickering Christopher Meek
+ PDF Chat	Variations on undirected graphical models and their relationships	2014	David Heckerman Christopher Meek Thomas S. Richardson
+	Typed Tensor Decomposition of Knowledge Bases for Relation Extraction	2014	Kai-Wei Chang Wen-tau Yih Bishan Yang Christopher Meek
+	Strong Completeness and Faithfulness in Bayesian Networks	2013	Christopher Meek
+	Asymptotic Model Selection for Directed Networks with Hidden Variables	2013	Dan Geiger David Heckerman Christopher Meek
+	Models and Selection Criteria for Regression and Classification	2013	David Heckerman Christopher Meek
+	Graphical Models and Exponential Families	2013	Dan Geiger Christopher Meek
+	Using Temporal Data for Making Recommendations	2013	Andrew Zimdars David Maxwell Chickering Christopher Meek
+	Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (2003)	2013	Uffe Kjærulff Christopher Meek
+	Graphical Models and Exponential Families	2013	Dan Geiger Christopher Meek
+	Factorization of Discrete Probability Distributions	2013	Dan Geiger Christopher Meek Bernd Sturmfels
+	Asymptotic Model Selection for Directed Networks with Hidden Variables	2013	Dan Geiger David Heckerman Christopher Meek
+	Quantifier Elimination for Statistical Problems	2013	Dan Geiger Christopher Meek
+	Finding Optimal Bayesian Networks	2013	David Maxwell Chickering Christopher Meek
+	CFW: A Collaborative Filtering System Using Posteriors Over Weights Of Evidence	2013	Carl Kadie Christopher Meek David Heckerman
+	Perfect Tree-Like Markovian Distributions	2013	Ann Becker Dan Geiger Christopher Meek
+	Causal Inference and Causal Explanation with Background Knowledge	2013	Christopher Meek
+	Structure and Parameter Learning for Causal Independence and Causal Interaction Models	2013	Christopher Meek David Heckerman
+	Causal Inference in the Presence of Latent Variables and Selection Bias	2013	Peter Spirtes Christopher Meek Thomas Richardson
+	A Bayesian Approach to Learning Bayesian Networks with Local Structure	2013	David Maxwell Chickering David Heckerman Christopher Meek
+	Using Temporal Data for Making Recommendations	2013	Andrew Zimdars David Maxwell Chickering Christopher Meek
+	Staged Mixture Modelling and Boosting	2013	Christopher Meek Bo Thiesson David Heckerman
+	Models and Selection Criteria for Regression and Classification	2013	David Heckerman Christopher Meek
+	Strong Completeness and Faithfulness in Bayesian Networks	2013	Christopher Meek
+	Dependency Networks for Collaborative Filtering and Data Visualization	2013	David Heckerman David Maxwell Chickering Christopher Meek Robert Rounthwaite Carl Kadie
+	Staged Mixture Modelling and Boosting	2012	Christopher Meek Bo Thiesson David Heckerman
+	Factorization of Discrete Probability Distributions	2012	Dan Geiger Christopher Meek Bernd Sturmfels
+	Practically Perfect	2012	Christopher Meek David Maxwell Chickering
+	Inference for Multiplicative Models	2012	Ydo Wexler Christopher Meek
+	Practically Perfect	2012	Christopher Meek David Maxwell Chickering
+	The Pollution Effect: Optimizing Keyword Auctions by Favoring Relevant Advertising	2011	Greg Linden Christopher Meek Max Chickering
+ PDF Chat	On the toric algebra of graphical models	2006	Dan Geiger Christopher Meek Bernd Sturmfels
+	Practically perfect	2002	Christopher Meek David Maxwell Chickering
+	Staged mixture modelling and boosting	2002	Christopher Meek Bo Thiesson David Heckerman
+ PDF Chat	Finding a Path is Harder than Finding a Tree	2001	Christopher Meek
+	Perfect tree-like Markovian distributions	2000	Ann Becker Dan Geiger Christopher Meek
+	Dependency networks for collaborative filtering and data visualization	2000	David Heckerman David Maxwell Chickering Christopher Meek Robert Rounthwaite Carl Kadie
+	Computationally Efficient Methods for Selecting Among Mixtures of Graphical Models	1999	Bo Thiesson Christopher Meek David M. Chickering David Heckerman
+	Quantifier elimination for statistical problems	1999	Dan Geiger Christopher Meek
+	Learning mixtures of DAG models	1998	Bo Thiesson Christopher Meek David Maxwell Chickering David Heckerman
+	Reply to Comments	1998	Richard Schienes Peter Spirtes Clark Glymour Christopher Meek Thomas Richardson
+	Models and selection criteria for regression and classification	1997	David Heckerman Christopher Meek
+	Strong completeness and faithfulness in Bayesian networks	1995	Christopher Meek
+	Reply to comment	1995	Tamás Vajda Peter Spirtes Clark Glymour Christopher Meek Thomas H. Richardson
+ PDF Chat	Conditioning and Intervening	1994	Christopher Meek Clark Glymour
+	Regression and Causation	1994	Clark Glymour Richard Scheines Peter Spirtes Christopher Meek

Common Coauthors

Coauthor	Papers Together
David Heckerman	17
David Maxwell Chickering	12
Dan Geiger	11
Ahmed Hassan Awadallah	7
Bo Thiesson	5
Matthew Richardson	4
Peter Spirtes	4
Clark Glymour	4
Jina Suh	3
Gonzalo Ramos	3
Ahmed Elgohary	3
Carl Kadie	3
Bernd Sturmfels	3
Patrice Y. Simard	3
Gonzalo Ramos	3
Adam Fourney	3
Jianfeng Gao	2
Thomas Richardson	2
Johan Verwey	2
John Wernsing	2
Alicia Edelman Pelton	2
Andrew Zimdars	2
Saleema Amershi	2
Greg Yang	2
Xiang Deng	2
Oleksandr Polozov	2
Robert Rounthwaite	2
Saghar Hosseini	2
Soroush Ghorashi	2
Mo Wang	2
Huan Sun	2
Hao Cheng	2
Guo‐qing Zheng	2
Subhabrata Mukherjee	2
Ann Becker	2
David M. Chickering	2
Dengyong Zhou	1
Kai-Wei Chang	1
Tamás Vajda	1
Nihar B. Shah	1
Xiaodong Liu	1
Xiaodong Liu	1
Qiang Liu	1
Greg Linden	1
Thomas H. Richardson	1
Haekyu Park	1
Thomas S. Richardson	1
Uffe Kjærulff	1
Matthew Richardson	1
Max Chickering	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Independence properties of directed markov fields	1990	Steffen L. Lauritzen A. P. Dawid Bayley Larsen Hanns-Georg Leimer	6
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	5
+ PDF Chat	On the Choice of a Model to Fit Data from an Exponential Family	1988	Dominique Haughton	5
+	Finding optimal bayesian networks	2002	David Maxwell Chickering Christopher Meek	4
+ PDF Chat	Operations for Learning with Graphical Models	1994	Wray Buntine	4
+	Strong completeness and faithfulness in Bayesian networks	1995	Christopher Meek	4
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	4
+	Graphical Models in Applied Multivariate Statistics	1991	Colin Goodall Joe Whittaker	4
+	Markov Point Processes	1977	B. D. Ripley F. P. Kelly	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+	Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions	2019	Rui Zhang Yu Tao He Yang Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong Richard Socher Dragomir Radev	3
+	RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases	2020	Donghyun Choi Myeong Cheol Shin EungGyun Kim Dong Ryeol Shin	3
+	TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data	2020	Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel	3
+	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation	2019	Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian–Guang Lou Ting Liu Dongmei Zhang	3
+	Asymptotic Model Selection for Directed Networks with Hidden Variables	1998	Dan Geiger David Heckerman Christopher Meek	3
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	3
+	Empirical Analysis of Predictive Algorithms for Collaborative Filtering	2013	John S. Breese David Heckerman Carl Kadie	3
+ PDF Chat	Learning a Neural Semantic Parser from User Feedback	2017	Srinivasan Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer	3
+	Gröbner Bases and Polyhedral Geometry of Reducible and Cyclic Models	2002	Serkan Hoşten Seth Sullivant	3
+	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning	2017	Victor W. Zhong Caiming Xiong Richard Socher	3
+	Causal diagrams for empirical research	1995	Judea Pearl	3
+	GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing	2020	Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Yi Chern Tan Xinyi Yang Dragomir Radev Richard Socher Caiming Xiong	3
+	TaPas: Weakly Supervised Table Parsing via Pre-training	2020	Jonathan Herzig Paweł Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos	2
+	CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases	2019	Tao Yu Rui Zhang He Yang Er Suyi Li Eric Xue Bo Pang Xi Lin Yi Chern Tan Tianze Shi Z. Z. Li	2
+	Learning to Update Natural Language Comments Based on Code Changes	2020	Sheena Panthaplackel Pengyu Nie Milos Gligoric Junyi Jessy Li Raymond J. Mooney	2
+ PDF Chat	Distinctness of the Eigenvalues of a Quadratic form in a Multivariate Sample	1973	Masashi Okamoto	2
+	Encode, Tag, Realize: High-Precision Text Editing	2019	Eric Malmi Sebastian Krause Sascha Rothe Daniil Mirylenka Aliaksei Severyn	2
+ PDF Chat	Algebraic algorithms for sampling from conditional distributions	1998	Persi Diaconis Bernd Sturmfels	2
+	Graphical Models and Exponential Families	2013	Dan Geiger Christopher Meek	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+	Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions	2019	Rui Zhang Tao Yu Heyang Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong Richard Socher Dragomir Radev	2
+	Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study	2019	Ziyu Yao Yu Su Huan Sun Wen-tau Yih	2
+	Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback	2020	Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers	2019	Richard Shin	2
+	SParC: Cross-Domain Semantic Parsing in Context	2019	Tao Yu Rui Zhang Michihiro Yasunaga Yi Chern Tan Xi Lin Suyi Li Heyang Er Irene Li Bo Pang Tao Chen	2
+	Building a Neural Semantic Parser from a Domain Ontology	2018	Jianpeng Cheng Siva Reddy Mirella Lapata	2
+	Towards A Rigorous Science of Interpretable Machine Learning	2017	Finale Doshi‐Velez Been Kim	2
+	Learning to Map Context-Dependent Sentences to Executable Formal Queries	2018	Alane Suhr Srinivasan Iyer Yoav Artzi	2
+	Accurate Approximations for Posterior Moments and Marginal Densities	1986	Luke Tierney Joseph B. Kadane	2
+ PDF Chat	SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task	2018	Tao Yu Michihiro Yasunaga Kai Yang Rui Zhang Dongxu Wang Zifan Li Dragomir Radev	2
+	Computing Bayes Factors by Combining Simulation and Asymptotic Approximations	1997	Thomas J. DiCiccio Robert E. Kass Adrian E. Raftery Larry Wasserman	2
+ PDF Chat	Marginalization and Collapsibility in Graphical Interaction Models	1990	Morten Frydenberg	2
+	Gibbs and Markov random systems with constraints	1974	John Moussouris	2
+	Structural Analysis of Multivariate Data: A Review	1982	Harri Kiiveri Terence P. Speed	2
+	Efficient approximations for the marginal likelihood of incomplete data given a Bayesian network	1996	David Maxwell Chickering David Heckerman	2
+	Gröbner bases and convex polytopes	1995	Bernd Sturmfels	2
+	The Bayesian Structural EM Algorithm	2013	Nir Friedman	2
+ PDF Chat	Maximum Entropy for Hypothesis Formulation, Especially for Multidimensional Contingency Tables	1963	I. J. Good	2
+	Self-Attention with Relative Position Representations	2018	Peter Shaw Jakob Uszkoreit Ashish Vaswani	2