Summarizing topical content with word frequency and exclusivity

No abstract is available for this paper.

• Publication year

  2012

• Venue

  International Conference on Machine Learning

• Publication date

  2012-06-18

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Interactive topic modeling

  2013cited by this paper
• Probabilistic topic models

  2012cited by this paper
• Handbook of Markov Chain Monte Carlo

  2011cited by this paper
• Hierarchically Supervised Latent Dirichlet Allocation

  2011cited by this paper
• Sparse Additive Generative Models of Text

  2011cited by this paper
• Optimizing Semantic Coherence in Topic Models

  2011cited by this paper
• Sparse Topical Coding

  2011cited by this paper
• Tree-Structured Stick Breaking for Hierarchical Data

  2010cited by this paper
• Rethinking LDA: Why Priors Matter

  2009cited by this paper
• Latent Dirichlet Allocation

  2009cited by this paper
• Reading Tea Leaves: How Humans Interpret Topic Models

  2009cited by this paper
• Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora

  2009cited by this paper
• Who Wrote Ronald Reagan's Radio Addresses?

  2006cited by this paper
• GaP: a factor model for discrete data

  2004cited by this paper
• RCV1: A New Benchmark Collection for Text Categorization Research

  2004cited by this paper
• Gene Ontology: tool for the unification of biology

  2000cited by this paper
• KEGG: Kyoto Encyclopedia of Genes and Genomes

  1999cited by this paper
• Improving Text Classification by Shrinkage in a Hierarchy of Classes

  1998cited by this paper
• Applied Bayesian and classical inference : the case of the Federalist papers

  1984cited by this paper

• Uncovering the landscape of sustainable innovation funding through structural topic modeling

  2026cites this paper
• SCOPE: A Transformer-Based Framework for Analyzing Sentiment of Chinese Public Toward Delayed Retirement

  2026cites this paper
• If you do not change your behavior: preventive repression in Lithuania under Soviet rule

  2025cites this paper
• A typological theory of roles in process mining: conceptualising competencies through text mining of job vacancy data

  2025cites this paper
• Evolving populist rhetoric: how public approval shapes its employment

  2025cites this paper
• An Image is Worth $K$ Topics: A Visual Structural Topic Model with Pretrained Image Embeddings

  2025cites this paper
• Flexible and Scalable Customer Feedback Topic Extraction Using Gensim’s Online LDA

  2025cites this paper
• Digital ethics: Global trends and divergent paths

  2025cites this paper
• Diversity on the bench: An analysis of gendered biases in the language of Australian Family Law Court judgments

  2025cites this paper
• Human-centered explanation does not fit all: The interplay of sociotechnical, cognitive, and individual factors in the effect AI explanations in algorithmic decision-making

  2025cites this paper
• Identifying Influential Users by Topic in Unstructured User-Generated Content

  2025influential citation
• Harnessing dynamic capabilities for data-driven business model innovation in incumbents

  2025cites this paper
• Historical and Partisan shifts in Korean press representation of feminism (1990–2022)

  2025cites this paper
• Metacognition research in education: topic modeling and bibliometrics

  2025cites this paper
• Bank stress testing, human capital investment and risk management

  2025cites this paper
• Unveiling Undergraduate Research: Employing Ecological Momentary Assessment to Characterize and Compare Undergraduate Research Experiences

  2025cites this paper
• Corporate social capital disclosure in integrated reports: a structural topic modelling approach

  2025cites this paper
• Electronic health record activity changes around new decision support implementation: monitoring using audit logs and topic modeling

  2025cites this paper
• Teachers’ Beliefs on the use of Digital Technologies at School: Text Mining of Open-Ended Questions

  2025cites this paper
• A Comprehensive Analysis of Patient Safety Research in Nursing: Trends, Topics, and Future Directions

  2025cites this paper
• From patterns to meaning: a mixed-methods framework that integrates computational and qualitative text analysis

  2025cites this paper
• Do role models enhance creativity? A case of Stéphane Mallarmé

  2025cites this paper
• Who cares about agriculture? Analyzing German parliamentary debates on agriculture and food with structural topic modeling

  2025cites this paper
• Is Europe raising its voice? EU representation at the UN prior to and post-Lisbon

  2024cites this paper
• Unraveling Gratifications, Concerns, and Acceptance of Generative Artificial Intelligence

  2024cites this paper
• Disentangling boredom from depression using the phenomenology and content of involuntary autobiographical memories

  2024cites this paper
• Evolving voices based on temporal Poisson factorisation

  2024cites this paper
• Framing of Russia-Ukraine War: Comparisons of Global News

  2024cites this paper
• Exploring the evolution and collaboration in two-sided matching: a comprehensive bibliometric and topic modeling analysis

  2024cites this paper
• A comprehensive examination of digital retailing: A text-mining review and research agenda

  2024cites this paper
• Boosting Performance in Data Science Competition Using Topic-Driven Analytics: Evidence From Recommendation System Design on Kaggle

  2024cites this paper
• Natural language processing in educational research: The evolution of research topics

  2024cites this paper
• Leveraging text mining and analytic hierarchy process for the automatic evaluation of online courses

  2024cites this paper
• What’s in a name? The effect of named entities on topic modelling interpretability

  2024cites this paper
• Predicting users' future interests on social networks: A reference framework

  2024cites this paper
• Structural topic modeling as a mixed methods research design: a study on employer size and labor market outcomes for vulnerable groups

  2024cites this paper
• What’s in the news? A multiscalar text analysis approach to exploring news media discourses for managing protected areas in Switzerland

  2024cites this paper
• Der Digitalisierungsdiskurs in der Sozialen Arbeit

  2024cites this paper
• You Don’t Need Much Text to Run a Topic Model, but Beware

  2024cites this paper
• A topic modeling‐based bibliometric exploration of automatic summarization research

  2024cites this paper
• Educators’ motivations in massive open online courses for professional development

  2024cites this paper
• More than just fun: Investigating students’ perceptions towards the potential of leveraging esports for promoting the acquisition of 21st century skills

  2024cites this paper
• Semi-supervised topic modelling as a tool for hypothesis-driven forensic communication analysis

  2024cites this paper
• Reasons Behind Words: OPEC Narratives and the Oil Market

  2024cites this paper
• Structural topic modeling-based systematic review for service robots’ fault diagnosis: content, popularity and regional differences

  2024cites this paper
• The use of process data in large-scale assessments: a literature review

  2024cites this paper
• An Investigation of Explicit Indicators for Identifying Cyberstalking Incidents Towards Sexism using Keyword-Assisted Topic Model

  2024cites this paper
• Feedback to align teacher and student in a Digital Learning Ecosystem

  2023cites this paper
• Evolution of Green Finance: A Bibliometric Analysis through Complex Networks and Machine Learning

  2023cites this paper
• The Materiality of Risk Factor Disclosures through a Structural Topic Model

  2023cites this paper
• Qualifying the Quantified: Structural Topic Modeling Analysis of Engagement in Digital Health Platform for Dementia Caregivers

  2023cites this paper
• References to sex and gender differences in the social sciences: analysis of journal publication records (1971–2021)

  2023cites this paper
• Understanding decentralized autonomous organizations from the inside

  2023cites this paper
• An Empirical Mapping of Environmental Protection and Conservation Nonprofit Discourse on Social Media

  2023cites this paper
• Detecting latent topics and trends of digital twins in healthcare: A structural topic model-based systematic review

  2023cites this paper
• Formally comparing topic models and human-generated qualitative coding of physician mothers’ experiences of workplace discrimination

  2023cites this paper
• Purpose Claims and Capacity-Based Credibility: Evidence from the Labor Market

  2023cites this paper
• A comparison of citation-based clustering and topic modeling for science mapping

  2023cites this paper
• Microdosing psychedelics: The segregation of spiritual and scientific narratives within the r/microdosing online community

  2023cites this paper
• Mapping the field of word association research using text mining approach

  2023cites this paper
• Revealing Senior Mobility Patterns and Activities in Urban Transit Systems

  2023cites this paper
• Climate change discourse in U.S. history textbooks from California and Texas

  2023cites this paper
• Using Text as Data to Reveal Changing Organizational Perspectives on Violence Against Women in the United States

  2023cites this paper
• Investigating the Effects of MWE Identification in Structural Topic Modelling

  2023cites this paper
• The identity‐attitude nexus in the representation of energy transition in a coal region (Sulcis, Italy): An exploration through the Structural Topic Model

  2023cites this paper
• The Landscape of Research on Prior Knowledge and Learning: a Bibliometric Analysis

  2023cites this paper
• Incorporating structural topic modeling into short text analysis

  2023cites this paper
• Interdisciplinary Papers Supported by Disciplinary Grants Garner Deep and Broad Scientific Impact

  2023cites this paper
• An Independent European Macroeconomics? A History of European Macroeconomics through the Lens of the European Economic Review

  2023cites this paper
• Using web archives for an explorative study of the web presence of German parties during the European election 2019

  2023cites this paper
• Depression in times of a pandemic – the impact of COVID-19 on the lay discourses of e-mental health communities

  2023cites this paper
• Identifying Transformative Technologies on Emerging Stage: Monitoring Dynamic Evolution of Weak Signals

  2023cites this paper
• ESCAPE: Countering Systematic Errors from Machine’s Blind Spots via Interactive Visual Analysis

  2023cites this paper
• Artificial intelligence as an enabler of quick and effective production repurposing: an exploratory review and future research propositions

  2023cites this paper
• Making Sense of Post-match Fan Behaviors in the Online Football Communities

  2023cites this paper
• Media Attention to Environmental Issues and ESG Investing

  2022cites this paper
• A környezeti kérdésekre irányuló médiafigyelem és az ESG-befektetések

  2022cites this paper
• Exploring Donor Influence and Public Engagement: Computational and Thematic Analyses of Social Media Messages

  2022influential citation
• A critical assessment of consumer reviews: A hybrid NLP-based methodology

  2022cites this paper
• Understanding autobiographical memory content using computational text analysis

  2022influential citation
• How can text mining support qualitative data analysis?

  2022cites this paper
• Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal

  2022cites this paper
• On the evolution of research in hypersonics: application of natural language processing and machine learning

  2022cites this paper
• When Corporations Are People: Agent Talk and the Development of Organizational Actorhood, 1890–1934

  2022cites this paper
• Sustainable Transitions Narratives: An Analysis of the Literature through Topic Modelling

  2022cites this paper
• Three families of automated text analysis.

  2022cites this paper
• „Hańba w Sejmie” – zastosowanie modeli generatywnych do analizy debat parlamentarnych

  2022cites this paper
• Research in ecosystem services provided by bacteria, archaea, and viruses from inland waters: synthesis of main topics and trends over the last ca. 40 years

  2022cites this paper
• Tracing the evolution of service robotics: Insights from a topic modeling approach

  2022cites this paper
• How International Organizations Change National Media Coverage of Human Rights

  2022cites this paper
• Supporting College Choice Among International Students through Collaborative Filtering

  2022cites this paper
• Citizens at the forefront of the constitutional debate: Voluntary citizen participation determinants and emergent content in Chile

  2022cites this paper
• A topic trend analysis on COVID-19 literature

  2022cites this paper
• Vice Versa: The Decoupling of Content and Topic Heterogeneity in Collusion Research

  2022cites this paper
• Discovering research topics, trends, and perspectives in COVID-19-related transportation journal articles

  2022cites this paper
• Psycholinguistic changes in the communication of adolescent users in a suicidal ideation online community during the COVID-19 pandemic

  2022cites this paper
• Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories

  2022cites this paper
• Mapping Research Trajectories

  2022cites this paper
• An overview and empirical comparison of natural language processing (NLP) models and an introduction to and empirical application of autoencoder models in marketing

  2022cites this paper
• What ails physician review websites? A study of information needs of patients

  2022cites this paper