Citation Impact
Citing Papers
Investigating Consumer Engagement with Influencer- vs. Brand-Promoted Ads: The Roles of Source and Disclosure
2019
Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis
2014
Learning Word Vectors for Sentiment Analysis
2011 Standout
A recursive estimate for the predictive likelihood in a topic model
2013
Linguistic Resources and Topic Models for the Analysis of Persian Poems
2013
Rectified Linear Units Improve Restricted Boltzmann Machines
2010 StandoutNobel
Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models
2015
Stochastic variational inference
2013
The Doubly Correlated Nonparametric Topic Model
2011
Hierarchically Supervised Latent Dirichlet Allocation
2011
Reading Tea Leaves: How Humans Interpret Topic Models
2009
Annealing paths for the evaluation of topic models
2014
Memoized Online Variational Inference for Dirichlet Process Mixture Models
2013
Tree-Structured Stick Breaking for Hierarchical Data
2010
Factorial LDA: Sparse Multi-Dimensional Text Models
2012
Replicated Softmax: an Undirected Topic Model
2009 StandoutNobel
Scalable Inference for Logistic-Normal Topic Models
2013
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
2013
Spherical Topic Models
2010
Aspect Extraction through Semi-Supervised Modeling
2012
Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience
2022 Standout
Learning endometriosis phenotypes from patient-generated data
2020
Green, circular, bio economy: A comparative analysis of sustainability avenues
2017 Standout
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies
2013
Dirichlet–Laplace Priors for Optimal Shrinkage
2014 Standout
Redundancy-Aware Topic Modeling for Patient Record Notes
2014
AI in health and medicine
2022 Standout
Text Mining for Information Systems Researchers: An Annotated Topic Modeling Tutorial
2016
Salmon provides fast and bias-aware quantification of transcript expression
2017 Standout
Topic models: A novel method for modeling couple and family text data.
2012
Topics in the Journal of Counseling Psychology, 1963–2015.
2017
Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM)
2015
Wattpad as a resource for literary studies. Quantitative and qualitative examples of the importance of digital social reading and readers’ comments in the margins
2020 Standout
A survey on opinion mining and sentiment analysis: Tasks, approaches and applications
2015 Standout
Hazard analysis: A deep learning and text mining framework for accident prevention
2020 Standout
A survey on the use of topic models when mining software repositories
2015
Topic modeling of Chinese language beyond a bag-of-words
2016
A Two-Dimensional Topic-Aspect Model for Discovering Multi-Faceted Topics
2010
Sprite : Generalizing Topic Models with Structured Priors
2015
A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications
2018 Standout
The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation
2017 Standout
Distributed Representations of Sentences and Documents
2014 Standout
Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation
2013
Improving Topic Models with Latent Feature Word Representations
2015
Latent Dirichlet allocation for linking user-generated content and e-commerce data
2016
Product Recommendations Based on Latent Purchase Motivations
2014
Model-Based Purchase Predictions for Large Assortments
2016
Advances in Variational Inference
2018
Learning from Your Network of Friends: A Trajectory Representation Learning Model Based on Online Social Ties
2016
Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology
2018 Standout
Topic Modeling in Management Research: Rendering New Theory from Textual Data
2019 Standout
An Alternative Prior Process for Nonparametric Bayesian Clustering
2008
Text-mining the signals of climate change doubt
2015
Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach
2017 Standout
Scaling Meaningful Political Dimensions
2012
Sparse Additive Generative Models of Text
2011
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
The Effect of Calorie Posting Regulation on Consumer Opinion: A Flexible Latent Dirichlet Allocation Model with Informative Priors
2017
Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures
2014 Standout
Staying Informed: Supervised and Semi-Supervised Multi-view Topical Analysis of Ideological Perspective
2010
An Efficient Learning Procedure for Deep Boltzmann Machines
2012 StandoutNobel
Digital technologies in product-service systems: a literature review and a research agenda
2020
Improving and Evaluating Topic Models and Other Models of Text
2015
A Multiscale Latent Dirichlet Allocation Model for Object-Oriented Clustering of VHR Panchromatic Satellite Images
2012
The fictionality of topic modeling: Machine reading Anthony Trollope's Barsetshire series
2015
Machine Learning Methods That Economists Should Know About
2019 StandoutNobel
A mixed-methods framework for analyzing text data: Integrating computational techniques with qualitative methods in demography
2017
Characterizing malicious Android apps by mining topic-specific data flow signatures
2017
Computer-Assisted Text Analysis for Comparative Politics
2015 Standout
Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It
2018
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
2018 Standout
Text as Data
2019 Standout
Differentiating language usage through topic models
2013
Sustainable Management of Digital Transformation in Higher Education: Global Research Trends
2020 Standout
Labor of Love: Amateurs and Lay-expertise Legitimation in the Early U.S. Radio Field
2017
Auto-Encoding Variational Bayes
2013 Standout
Researching Culture through Big Data: Computational Engineering and the Human and Social Sciences
2018
Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts
2013 Standout
TheJournal of Consumer Researchat 40: A Historical Analysis
2015
The Distant Reading of Religious Texts: A “Big Data” Approach to Mind-Body Concepts in Early China
2016
Sustainable careers: Towards a conceptual model
2018 Standout
Adapting computational text analysis to social science (and vice versa)
2015
Recommendation system based on deep learning methods: a systematic review and new directions
2019 Standout
Machine Translation: Mining Text for Social Theory
2016
Weakly Supervised Joint Sentiment-Topic Detection from Text
2011
Computational Grounded Theory: A Methodological Framework
2017 Standout
stm: An R Package for Structural Topic Models
2019 Standout
Validating Estimates of Latent Traits from Textual Data Using Human Judgment as a Benchmark
2013
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
A Twitter Hashtag Recommendation Model that Accommodates for Temporal Clustering Effects
2015
Consensus on consensus: a synthesis of consensus estimates on human-caused global warming
2016 Standout
Trawling in the Sea of the Great Unread: Sub-corpus topic modeling and Humanities research
2013
Digital twin paradigm: A systematic literature review
2021 Standout
BTM: Topic Modeling over Short Texts
2014
topicmodels: AnRPackage for Fitting Topic Models
2011 Standout
Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding
2013 Standout
Computer-Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses
2014
Joint multi-grain topic sentiment: modeling semantic aspects for online reviews
2016
A network approach to topic models
2018
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Incorporating Knowledge Graph Embeddings into Topic Modeling
2017
Probabilistic topic models
2012 Standout
Text Mining in Organizational Research
2017
Fast Online EM for Big Topic Modeling
2015
Realizing the Potential of the Internet of Things for Smart Tourism with 5G and AI
2020 Standout
Interactive topic modeling
2013
Virtually in this together – how web-conferencing systems enabled a new virtual togetherness during the COVID-19 crisis
2020 Standout
Mining Marketing Meaning from Online Chatter: Strategic Brand Analysis of Big Data Using Latent Dirichlet Allocation
2014
Flexible Coding of In-depth Interviews: A Twenty-first-century Approach
2018 Standout
A World of Fiction
2018
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]
2018 Standout
Product aspect extraction supervised with online domain knowledge
2014
A review on the attention mechanism of deep learning
2021 Standout
Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records
2016
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation
2016
A Model of Text for Experimentation in the Social Sciences
2016 Standout
Word network topic model: a simple but general solution for short and imbalanced texts
2015
A systematic literature review: Opinion mining studies from mobile app store user reviews
2016
Negative Binomial Process Count and Mixture Modeling
2013
Structural Topic Models for Open‐Ended Survey Responses
2014 Standout
Generalizing from a Few Examples
2020 Standout
Works of David Mimno being referenced
Optimizing Semantic Coherence in Topic Models
2011
Rethinking LDA: Why Priors Matter
2009
Scalable Inference of Overlapping Communities
2012
Bayesian Checking for Topic Models
2011
Evaluation methods for topic models
2009
Gibbs Sampling for Logistic Normal Topic Models with Graph-Based Priors
2008
Significant themes in 19th-century literature
2013
Reconstructing Pompeian Households
2012
Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?
2017
Computational historiography
2012