Automatic labeling of multinomial topic models

No abstract is available for this paper.

• Publication year

  2007

• Venue

  Knowledge Discovery and Data Mining

• Publication date

  2007-08-12

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1145/1281192.1281246
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Language Modeling for Information Retrieval

  2010cited by this paper
• Latent Dirichlet Allocation

  2009influential reference
• Applied probability and statistics

  2006cited by this paper
• Diverse Topic Phrase Extraction through Latent Semantic Analysis

  2006cited by this paper
• Statistical entity-topic models

  2006cited by this paper
• Pachinko allocation: DAG-structured mixture models of topic correlations

  2006cited by this paper
• LDA-based document models for ad-hoc retrieval

  2006cited by this paper
• A mixture model for contextual text mining

  2006influential reference
• A probabilistic approach to spatiotemporal theme pattern mining on weblogs

  2006influential reference
• Topics over time: a non-Markov continuous-time model of topical trends

  2006influential reference
• Correlated Topic Models

  2005cited by this paper
• A Note on Topical N-grams

  2005cited by this paper
• Discovering evolutionary theme patterns from text: an exploration of temporal text mining

  2005influential reference
• Wiley Series in Probability and Mathematical Statistics

  2005cited by this paper
• Finding scientific topics

  2004cited by this paper
• Probabilistic author-topic models for information discovery

  2004influential reference
• A cross-collection mixture model for comparative text mining

  2004influential reference
• The Design, Implementation, and Use of the Ngram Statistics Package

  2003cited by this paper
• Special issue on machine learning approaches to shallow parsing

  2002cited by this paper
• Introduction to the Special Issue on Summarization

  2002cited by this paper
• Discovering word senses from text

  2002cited by this paper
• A New Probabilistic Model for Title Generation

  2002cited by this paper
• Model-based feedback in the language modeling approach to information retrieval

  2001cited by this paper
• Foundations of Statistical Natural Language Processing

  2001influential reference
• Probabilistic latent semantic indexing

  1999influential reference
• The use of MMR, diversity-based reranking for reordering documents and producing summaries

  1998cited by this paper
• Fast Statistical Parsing of Noun Phrases for Document Indexing

  1997cited by this paper
• Finding Groups in Data: An Introduction to Cluster Analysis

  1990cited by this paper
• Word Association Norms, Mutual Information, and Lexicography

  1989influential reference

• Economic Profile Generation from Textual Data Using an Algorithm Framework

  2026cites this paper
• NTLRAG: Narrative Topic Labels derived with Retrieval Augmented Generation

  2026cites this paper
• Evaluating the value of LLMs in patent-based technology intelligence: Toward increasing efficiency and reducing expert dependency

  2026cites this paper
• Using language models to label clusters of scientific documents

  2025cites this paper
• Using LLM-Based Approaches to Enhance and Automate Topic Labeling

  2025cites this paper
• Perceptions of Edinburgh: Capturing neighbourhood characteristics by clustering geoparsed local news

  2025cites this paper
• Estimating the Effective Topics of Articles and journals Abstract Using LDA And K-Means Clustering Algorithm

  2025cites this paper
• Developing Automatic-Labeled Topic Modeling Based on SAO Structure for Technology Analysis

  2025influential citation
• Iterative Topic Taxonomy Induction with LLMs: A Case Study of Electoral Advertising

  2025cites this paper
• Systematic Literature Review of Topic Labeling

  2025cites this paper
• Vision AI System Development for Improved Productivity in Challenging Industrial Environments: A Sustainable and Efficient Approach

  2024cites this paper
• Top2Label: Explainable zero shot topic labelling using knowledge graphs

  2024cites this paper
• Decoding 16th-Century Letters: From Topic Models to GPT-Based Keyword Mapping

  2024cites this paper
• Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science

  2024cites this paper
• A Neuro-symbolic Approach for Faceted Search in Digital Libraries

  2024cites this paper
• Topic Modelling: Going Beyond Token Outputs

  2024cites this paper
• Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling technique

  2024cites this paper
• TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs

  2024cites this paper
• From BERTopic to SysML: Informing Model-Based Failure Analysis with Natural Language Processing for Complex Aerospace Systems

  2024cites this paper
• AceMap: Knowledge Discovery through Academic Graph

  2024cites this paper
• A Hybrid Neural Network Model for Sentiment Analysis of Financial Texts Using Topic Extraction, Pre-Trained Model, and Enhanced Attention Mechanism Methods

  2024cites this paper
• Is there innovation management of emotions or just the commodification of happiness? A sentiment analysis of happiness apps

  2024cites this paper
• Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling

  2024cites this paper
• Free-text inspiration search for systematic bio-inspiration support of engineering design

  2023cites this paper
• Confidently extracting hierarchical taxonomy information from unstructured maintenance records of industrial equipment

  2023influential citation
• A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System

  2023influential citation
• Assessing a country ’s scientific contribution towards sustainability from higher education: a methodology for measuring progress towards the Sustainable Development Goals (SDG)

  2023cites this paper
• A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability

  2023cites this paper
• Assigning semantic meaning to machine derived competency controlling topics

  2023cites this paper
• MRT: Tracing the Evolution of Scientific Publications

  2023cites this paper
• Revolution trend investigation of tourism destination image with machine learning

  2023cites this paper
• Advanced Hierarchical Topic Labeling for Short Text

  2023influential citation
• 텍스트 마이닝을 활용한 한국의 영어학습 동기 연구동향 분석

  2023cites this paper
• Semantic Topic Extraction from Research Artifacts

  2023cites this paper
• Finding Long-COVID: Temporal Topic Modeling of Electronic Health Records from the N3C and RECOVER Programs

  2023cites this paper
• Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations

  2023cites this paper
• Content-Localization based System for Analyzing Sentiment and Hate Behaviors in Low-Resource Dialectal Arabic: English to Levantine and Gulf

  2023influential citation
• ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease

  2023cites this paper
• TopicAdapt- An Inter-Corpora Topics Adaptation Approach

  2023cites this paper
• Labeled Interactive Topic Models

  2023cites this paper
• TopicGPT: A Prompt-based Topic Modeling Framework

  2023cites this paper
• What Happened in 2020: a Topic Modeling Approach based on a Topic Similarity Metric

  2022cites this paper
• Robustness, replicability and scalability in topic modelling

  2022cites this paper
• A Review of Text Classification Models from Bayesian to Transformers

  2022cites this paper
• Embedding Functional Data: Multidimensional Scaling and Manifold Learning

  2022cites this paper
• Emerging topic identification from app reviews via adaptive online biterm topic modeling

  2022cites this paper
• A novel textual track‐data‐based approach for estimating individual infection risk of COVID‐19

  2022cites this paper
• One Rating to Rule Them All?: Evidence of Multidimensionality in Human Assessment of Topic Labeling Quality

  2022influential citation
• Detecting Main Topics using Dictionary-based Topic Analysis

  2022cites this paper
• IdeaReader: A Machine Reading System for Understanding the Idea Flow of Scientific Publications

  2022cites this paper
• Automatic Scene-based Topic Channel Construction System for E-Commerce

  2022cites this paper
• Automatic Labeling of SDN Controller Defect Text based on Neural Topic Model

  2022cites this paper
• Mapping Climate Change Research via Open Repositories & AI: advantages and limitations for an evidence-based R&D policy-making

  2022cites this paper
• Knowledge Source Rankings for Semi-Supervised Topic Modeling

  2022cites this paper
• Automatic Labeling of Clusters for a Low-Resource Urdu Language

  2022influential citation
• Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach

  2022cites this paper
• Multilingual Topic Labelling of News Topics Using Ontological Mapping

  2022cites this paper
• Framework for tasks suggestion on web search based on unsupervised learning techniques

  2021cites this paper
• Automatic topic labeling using graph-based pre-trained neural embedding

  2021cites this paper
• Automatic Topic Labeling model with Paired-Attention based on Pre-trained Deep Neural Network

  2021influential citation
• Development of Social Media Analytics System for Emergency Event Detection and Crisis Management

  2021cites this paper
• Trust and reputation: proactive management of reputational risk

  2021cites this paper
• AutoName: A Corpus-Based Set Naming Framework

  2021cites this paper
• Clustering of Adverse Events of Post-Market Approved Drugs

  2021cites this paper
• A Survey Protocol to Assess Meaningfulness and Usefulness of Automated Topic Finding in the NASA Aviation Safety Reporting System

  2021cites this paper
• LJST: A Semi-supervised Joint Sentiment-Topic Model for Short Texts

  2021cites this paper
• ViziTex: Interactive Visual Sense-Making of Text Corpora

  2021cites this paper
• An Embedding-based Joint Sentiment-Topic Model for Short Texts

  2021cites this paper
• BART-TL: Weakly-Supervised Topic Label Generation

  2021cites this paper
• Using Artificial Intelligence to Understand What Causes Sentiment Changes on Social Media

  2021cites this paper
• A mixture of Topic Modeling and Network Analysis. The case-study of climate change on Twitter

  2021cites this paper
• TLATR: Automatic Topic Labeling Using Automatic (Domain-Specific) Term Recognition

  2021influential citation
• Emerging Research Topic Detection Using Filtered-LDA

  2021cites this paper
• Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics

  2021influential citation
• The explanatory power of citations: a new approach to unpacking impact in science

  2021cites this paper
• Transfer learning for topic labeling: Analysis of the UK House of Commons speeches 1935–2014

  2021cites this paper
• Evaluating

  2020cites this paper
• Tourism companies' risk exposures on text disclosure

  2020cites this paper
• Topicalizer: reframing core concepts in machine learning visualization by co-designing for interpretivist scholarship

  2020cites this paper
• Automatic Generation of Topic Labels

  2020cites this paper
• An Automated Approach to Assessing an Application Tutorial’s Difficulty

  2020cites this paper
• Tracking the Time Trends of Swedish Literature and Finding Characteristics of Authors by Using Topic Modelling

  2020influential citation
• Understanding a bag of words by conceptual labeling with prior weights

  2020cites this paper
• Measurements of risk exposure based on disclosures in annual reports

  2020cites this paper
• Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing

  2020cites this paper
• Automated Topic-Tagging for Software-Related Question-and-Answer Sites

  2020cites this paper
• Survey Paper on Descriptive Clustering of Documents on the Basis of Predictive Network

  2020cites this paper
• Application of machine learning techniques to assess the trends and alignment of the funded research output

  2020cites this paper
• Explaining a bag of words with hierarchical conceptual labels

  2020cites this paper
• Assessing the Effectiveness of Topic Modeling Algorithms in Discovering Generic Label with Description

  2020cites this paper
• Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors

  2020cites this paper
• E-hypertext Media Topic Model with Automatic Label Assignment

  2020cites this paper
• Hidden Space and Segmented Labelling in Text Visualization

  2020cites this paper
• Automatic Labeling for Hierarchical Topics with NETL

  2020cites this paper
• What’s the Matter? Knowledge Acquisition by Unsupervised Multi-Topic Labeling for Spoken Utterances

  2020cites this paper
• Survey Paper on Descriptive Document Clustering using on the basis of Predictive Network

  2020cites this paper
• Automatic Detection of Hidden Communities in the Texts of Russian Social Network Corpus

  2020cites this paper
• Entities as Topic Labels: Combining Entity Linking and Labeled LDA to Improve Topic Interpretability and Evaluability

  2020cites this paper
• AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis

  2020cites this paper
• Artificial Intelligence and Natural Language: 9th Conference, AINL 2020, Helsinki, Finland, October 7–9, 2020, Proceedings

  2020cites this paper