Mark Steyvers
#146,424
Most Influential Person Now
Researcher ORCID ID = 0000-0003-1466-5647
Mark Steyvers's AcademicInfluence.com Rankings
Mark Steyverspsychology Degrees
Psychology
#3186
World Rank
#3621
Historical Rank
Cognitive Psychology
#365
World Rank
#379
Historical Rank

Download Badge
Psychology
Mark Steyvers's Degrees
- Bachelors Psychology University of California, Berkeley
Similar Degrees You Can Earn
Why Is Mark Steyvers Influential?
(Suggest an Edit or Addition)Mark Steyvers's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Finding scientific topics (2004) (5961)
- The Author-Topic Model for Authors and Documents (2004) (1660)
- The Large-Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth (2001) (1243)
- Topics in semantic representation. (2007) (1072)
- A model for recognition memory: REM—retrieving effectively from memory (1997) (940)
- Probabilistic Topic Models (2007) (691)
- Probabilistic author-topic models for information discovery (2004) (666)
- Integrating Topics and Syntax (2004) (615)
- Inferring causal networks from observations and interventions (2003) (473)
- Learning author-topic models from text corpora (2010) (331)
- Statistical topic models for multi-label document classification (2011) (305)
- A Bayesian analysis of human decision-making on bandit problems (2009) (222)
- Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model (2006) (215)
- A method for efficiently sampling from distributions with correlated dimensions. (2013) (210)
- Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory. (2005) (176)
- Modeling individual differences using Dirichlet processes (2006) (170)
- A Bayesian framework for simultaneously modeling neural and behavioral data (2013) (166)
- Analyzing Entities and Topics in News Articles Using Statistical Topic Models (2006) (139)
- Detecting and predicting changes (2009) (132)
- Prediction and Semantic Association (2002) (132)
- The Wisdom of the Crowd in Combinatorial Problems (2012) (119)
- Google and the Mind (2007) (118)
- A Bayesian Account of Reconstructive Memory (2009) (117)
- The effect of normative context variability on recognition memory. (2003) (114)
- A probabilistic approach to semantic representation (2019) (112)
- Accumulative prediction error and the selection of time series models (2006) (109)
- Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification (2014) (104)
- Probabilistic inference in human semantic memory (2006) (102)
- Modeling Documents by Combining Semantic Concepts with Unsupervised Statistical Learning (2008) (98)
- Feature frequency effects in recognition memory (2002) (88)
- A model for evidence accumulation in the lexical decision task (2004) (87)
- Psychological models of human and optimal performance in bandit problems (2011) (84)
- Conceptual interrelatedness and caricatures (2003) (83)
- Computational psychotherapy research: scaling up the evaluation of patient-provider interactions. (2015) (83)
- Why more is better: Simultaneous modeling of EEG, fMRI, and behavioral data (2016) (78)
- The dynamics of experimentally induced criterion shifts. (2005) (77)
- Choosing a Strictly Proper Scoring Rule (2013) (75)
- Morphing techniques for manipulating face images (1999) (70)
- The Wisdom of Crowds in the Recollection of Order Information (2009) (69)
- Integrating episodic memories and prior knowledge at multiple levels of abstraction (2009) (67)
- Combining feature norms and text data with topic models. (2010) (63)
- Topic models: a novel method for modeling couple and family text data. (2012) (62)
- A Hierarchical Adaptive Approach to Optimal Experimental Design (2014) (61)
- Bayesian Models of Cognition Revisited: Setting Optimality Aside and Letting Data Drive Psychological Theory (2017) (60)
- Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? (2013) (60)
- Detecting authorship deception: a supervised machine learning approach using author writeprints (2012) (58)
- Online Learning Mechanisms for Bayesian Models of Word Segmentation (2010) (57)
- Interactions Between Perceptual and Conceptual Learning (2000) (55)
- Forecast aggregation via recalibration (2014) (55)
- Observing evidence accumulation during multi-alternative decisions (2009) (55)
- The Large-Scale Structure of Semantic Networks (2005) (53)
- Combining concept hierarchies and statistical topic models (2008) (49)
- Inferring Expertise in Knowledge and Prediction Ranking Tasks (2012) (49)
- Identifying Emotions, Intentions, and Attitudes in Text Using a Game with a Purpose (2010) (46)
- A Cognitive Model for Aggregating People's Rankings (2014) (45)
- Nonword Repetition in Lexical Decision: Support for two Opposing Processes (2004) (44)
- Categorical perception of novel dimensions (1996) (42)
- A tutorial on joint models of neural and behavioral measures of cognition (2018) (41)
- Modeling Experimentally Induced Strategy Shifts (2007) (40)
- Rational analysis as a link between human memory and information retrieval (2008) (37)
- An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives (2012) (32)
- Combining Background Knowledge and Learned Topics (2011) (31)
- Context Effects in Multi-Alternative Decision Making: Empirical Data and a Bayesian Model (2012) (30)
- Estimating COVID-19 Antibody Seroprevalence in Santa Clara County, California. A re-analysis of Bendavid et al. (2020) (30)
- Prediction and Change Detection (2005) (29)
- Modeling Human Performance in Restless Bandits with Particle Filters (2009) (29)
- Integrating Episodic and Semantic Information in Memory for Natural Scenes (2009) (28)
- A large-scale analysis of task switching practice effects across the lifespan (2019) (27)
- Computational Statistics with Matlab (27)
- Content Coding of Psychotherapy Transcripts Using Labeled Topic Models (2017) (25)
- Scalable Parallel Topic Models (2006) (25)
- Graph theoretic analyses of semantic networks: Small worlds in semantic networks (2005) (24)
- Advancing methods for reliably assessing motivational interviewing fidelity using the motivational interviewing skills code. (2015) (24)
- Joint Models of Neural and Behavioral Data (2019) (24)
- Moving beyond qualitative evaluations of Bayesian models of cognition (2015) (23)
- Predicting Similarity Ratings to Faces using Physical Descriptions (2000) (23)
- Distant connectivity and multiple-step priming in large-scale semantic networks. (2019) (23)
- A generative joint model for spike trains and saccades during perceptual decision-making (2016) (22)
- The joint contribution of participation and performance to learning functions: Exploring the effects of age in large-scale data sets (2018) (22)
- Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference (2020) (22)
- Modeling the Covariance Structure of Complex Datasets Using Cognitive Models: An Application to Individual Differences and the Heritability of Cognitive Ability (2018) (21)
- Text Modeling using Unsupervised Topic Models and Concept Hierarchies (2008) (19)
- Reconstruction from Memory in Naturalistic Environments (2012) (19)
- MODELING SEMANTIC AND ORTHOGRAPHIC SIMILARITY EFFECTS ON MEMORY FOR INDIVIDUAL WORDS (2000) (18)
- Using Inverse Planning and Theory of Mind for Social Goal Inference (2011) (18)
- The Wisdom of Crowds with Communication (2011) (17)
- Multidimensional Scaling (2018) (16)
- A Critical Review of Network-Based and Distributional Approaches to Semantic Memory Structure and Processes (2021) (16)
- Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration (2021) (15)
- Bayesian modeling of human–AI complementarity (2022) (15)
- Measurement error and outcome distributions: Methodological issues in regression analyses of behavioral coding data. (2015) (14)
- Inferring latent learning factors in large-scale cognitive training data (2020) (14)
- A neglected dimension of good forecasting judgment: The questions we choose also matter (2017) (14)
- Item response models of probability judgments: Application to a geopolitical forecasting tournament. (2015) (14)
- A Psychological Model for Aggregating Judgments of Magnitude (2011) (13)
- Relating Memory to Functional Performance in Normal Aging to Dementia Using Hierarchical Bayesian Cognitive Processing Models (2013) (13)
- Making a Wiser Crowd: Benefits of Individual Metacognitive Control on Crowd Performance (2018) (13)
- Decision speed induces context effects in choice. (2012) (12)
- How ideal are we? Incorporating human limitations into Bayesian models of word segmentation (2010) (12)
- The language of interpersonal interaction: An interdisciplinary approach to assessing and processing vocal and speech data (2018) (12)
- The Wisdom of Crowds with Informative Priors (2010) (12)
- Wisdom of the Crowds in Minimum Spanning Tree Problems (2010) (12)
- Predicting Task and Subject Differences with Functional Connectivity and Blood-Oxygen-Level-Dependent Variability (2018) (12)
- SAGE: A Hybrid Geopolitical Event Forecasting System (2019) (11)
- Evaluating Probabilistic Forecasts with Bayesian Signal Detection Models (2014) (11)
- A Wisdom of the Crowd Approach to Forecasting (2011) (11)
- ESTIMATING COVID-19 ANTIBODY SEROPREVALENCE (2020) (10)
- The Aggregative Contingent Estimation System: Selecting, Rewarding, and Training Experts in a Wisdom of Crowds Approach to Forecasting (2012) (10)
- Learning concept graphs from text with stick-breaking priors (2010) (9)
- "C'mon - You Should Read This": Automatic Identification of Tone from Language Text (2013) (9)
- It's not the treasure, it's the hunt: Children are more explorative on an explore/exploit task than adults (2019) (9)
- A Model-Based Approach to Measuring Expertise in Ranking Tasks (2011) (9)
- Hierarchical Bayesian Analyses for Modeling BOLD Time Series Data (2018) (9)
- Active Bayesian Assessment for Black-Box Classifiers (2020) (8)
- Cognitive Modeling in Perception and Memory : A Festschrift for Richard M. Shiffrin (2015) (8)
- Modeling Individual Differences with Dirichlet Processes (2005) (7)
- Statistical topic models for multi-label document classification (2011) (7)
- Small Worlds in Semantic Networks (7)
- Route choice in individuals - semantic network navigation (2012) (6)
- Large scale structure-function mappings of the human subcortex (2018) (6)
- Collaborative memory in a serial combination procedure (2013) (4)
- Semantic Memory Search and Retrieval in a Novel Cooperative Word Game: A Comparison of Associative and Distributional Semantic Models (2021) (4)
- A Bayesian model of knowledge and metacognitive control: Applications to opt-in tasks (2017) (4)
- Distant Concept Connectivity in Network-Based and Spatial Word Representations (2019) (3)
- AI-Assisted Decision-making: a Cognitive Modeling Approach to Infer Latent Reliance Strategies (2022) (3)
- Using Heuristic Models to Understand Human and Optimal Decision-Making on Bandit Problems (3)
- Conjunction and Disjunction Fallacies in Prediction Markets (2009) (3)
- Leveraging Response Consistency within Individuals to Improve Group Accuracy for Rank-Ordering Problems (2017) (3)
- Should we trust our judgments about the proficiency of Motivational Interviewing counselors? A glimpse at the impact of low inter-rater reliability. (2015) (3)
- Predicting Task and Subject Differences with Functional Connectivity and BOLD Variability (2018) (3)
- Final Report: Exploration and Exploitation in Structured Environments (2012) (2)
- The joint contribution of participation and performance to learning functions: Exploring the effects of age in large-scale data sets (2018) (2)
- The Roles of Knowledge and Memory in Generating Top-10 Lists (2015) (2)
- A Bayesian model for the time course of lexical processing. (2001) (2)
- A Tutorial on Joint Modeling (2019) (2)
- Advanced Matlab : Exploratory Data Analysis and Computational Statistics (2015) (2)
- Inferring Subjective Prior Knowledge: An Integrative Bayesian Approach (2013) (2)
- Monitoring the ebb and flow of attention: Does controlling the onset of stimuli during encoding enhance memory? (2019) (1)
- Task Switching Gameplay Data from Lumosity (2019) (1)
- Comparing models of learning and relearning in large-scale cognitive training data sets (2022) (1)
- Going, going, gone: competitive decision-making in Dutch auctions (2020) (1)
- An item response theory model of matching test performance (2020) (1)
- Bayesian Evaluation of Black-Box Classifiers (2019) (1)
- Rational Process Models (2009) (1)
- A Picture is Worth 7.17 Words: Learning Categories from Examples and Definitions (2019) (1)
- Subject Index to Volume 29 (1981) (1)
- Experimental design modulates variance in BOLD activation: The variance design general linear model (2018) (1)
- The Influence of Prior Knowledge on Recall for Height - eScholarship (2010) (1)
- Special Issue : Probabilistic models of cognition Probabilistic inference in human semantic memory (2006) (0)
- When Do Drivers Intervene In Autonomous Driving? (2023) (0)
- Going, going, gone: competitive decision-making in Dutch auctions (2020) (0)
- Teaching Categories Via Examples and Explanations (2022) (0)
- The role of prior knowledge in human reconstructive memory (2008) (0)
- An Empirical Investigation of Reliance on AI-Assistance in a Noisy-Image Classification Task (2022) (0)
- Proceedings of the 34th annual Boston University Conference on Child Language Development (2010) (0)
- Forecast aggregation via recalibration (2013) (0)
- Enforcing Compositionality in Sentence Embedding Models (2018) (0)
- Retrieving Effectively from Memory (REM) (2006) (0)
- A generative joint model for spike trains and saccades during perceptual decision-making (2016) (0)
- FREQUENCY EFFECT 1 Running head : FEATURE FREQUENCY EFFECT Feature Frequency Effects in Recognition Memory (2002) (0)
- Applications (2019) (0)
- Perceptions of AI engaging in human expression (2021) (0)
- COLLECTIVE MEMORY PERFORMANCE Running head : COLLECTIVE MEMORY PERFORMANCE The Collective Memory Performance in a Recognition Memory Task (2014) (0)
- Modeling Exploration and Exploitation in Structured Environments (2010) (0)
- Making a Wiser Crowd: Benefits of Individual Metacognitive Control on Crowd Performance (2018) (0)
- Classification and categorization in machine learning and psychology (2012) (0)
- Large scale structure-function mappings of the human subcortex (2018) (0)
- Combining Background Knowledge and Learned Topics Address for Correspondence (2009) (0)
- Rumelhart Symposium: Honoring Richard Shiffrin - eScholarship (2002) (0)
- An Aha! Walks into a Bar: Joke Completion as a Form of Insight Problem Solving (2020) (0)
- Assessing Model Performance with Generalization Tests (2019) (0)
- Relating memory to functional capacity from normal aging to dementia using hierarchical Bayesian cognitive processing models (2011) (0)
- Building and benchmarking the motivated deception corpus: Improving the quality of deceptive text through gaming (2022) (0)
- A Model of Concept Generalization and Feature Representation in Hierarchies (2011) (0)
- Hierarchical Bayesian Analyses for Modeling BOLD Time Series Data (2018) (0)
- Jointly modeling behavioral and EEG measures of proactive control in task switching. (2023) (0)
- A Hierarchical Adaptive Approach to the Optimal Design of Experiments (2014) (0)
- Erratum to: Feature frequency effects in recognition memory (2005) (0)
- Lumosity cognitive training data (2019) (0)
- Multidimensional Scaling Multidimensional Scaling , Similarity Judgments , Proximity data , Geometric Models , Knowledge Representation , data visualization , dimension reduction , multivariate analysis (2000) (0)
- The role of prior knowledge in reconstructive memory (2008) (0)
- Hybrid forecasting of geopolitical events † (2023) (0)
- An Insight into Language: Investigating Lexical and Morphological Effects in Compound Remote Associate Problem Solving (2019) (0)
- A Measure for Contextual Var iability and its Independent Effect on Recognition Memory (0)
- Monitoring the ebb and flow of attention: Does controlling the onset of stimuli during encoding enhance memory? (2019) (0)
- Chapter 15 Rational Analysis as a Link between Human Memory and Information Retrieval (2007) (0)
- Word Association Spaces 1 Running Head : Word Association Spaces Semantic Spaces based on Free Association that Predict Memory Performance (2003) (0)
- Reconstruction from Memory 1 Reconstruction from Memory in Naturalistic Environments (2011) (0)
- Word Games as milestones for NLP research (2019) (0)
- Moving beyond qualitative evaluations of Bayesian models of cognition (2014) (0)
- An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives (2012) (0)
- Human-AI collaboration (Conference Presentation) (2023) (0)
- Motivation (2019) (0)
- Higher-Level Cognition Modeling Prize: A Bayesian Account of Reconstructive Memory (2008) (0)
- Rumelhart Symposium: Honoring Richard Shiffrin (2019) (0)
- Leveraging metacognitive ability to improve crowd accuracy via impossible questions. (2022) (0)
- An item response theorymodel ofmatching test performance (2020) (0)
- Linking computational models of two core tasks of cognitive control. (2022) (0)
This paper list is powered by the following services:
What Schools Are Affiliated With Mark Steyvers?
Mark Steyvers is affiliated with the following schools: