SOTAVerified

Topic Models

A topic model is a type of statistical model for discovering the abstract "topics" that occur in a collection of documents. Topic modeling is a frequently used text-mining tool for the discovery of hidden semantic structures in a text body.

Papers

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Showing 676–700 of 881 papers

TitleStatusHype
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
AI supported Topic Modeling using KNIME-Workflows—0
A Joint Learning Approach for Semi-supervised Neural Topic Modeling—0
A Joint Model of Conversational Discourse Latent Topics on Microblogs—0
A Joint Model of Conversational Discourse and Latent Topics on Microblogs—0
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings—0
A latent topic model for mining heterogenous non-randomly missing electronic health records data—0
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling—0
A Method of Accounting Bigrams in Topic Models—0
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability—0
Analysis and tuning of hierarchical topic models based on Renyi entropy approach—0
An Analysis of Lemmatization on Topic Models of Morphologically Rich Language—0
Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets—0
Analyzing Bayesian Crosslingual Transfer in Topic Models—0
Analyzing Framing through the Casts of Characters in the News—0
An Automatic Approach for Document-level Topic Model Evaluation—0
Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms—0
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures—0
An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process—0
A Network Framework for Noisy Label Aggregation in Social Media—0
A new LDA formulation with covariates—0
An Instability in Variational Inference for Topic Models—0
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking—0
A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce—0
A Novel Content Enriching Model for Microblog Using News Corpus—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1vONTSSC_v0.69—Unverified
2GSMC_v0.55—Unverified
3vNVDMC_v0.52—Unverified
4ETMC_v0.51—Unverified
5NSTMC_v0.38—Unverified
6ProdLDAC_v0.35—Unverified
#ModelMetricClaimedVerifiedStatus
1vONTSSC_v0.49—Unverified
2vNVDMC_v0.44—Unverified
3GSMC_v0.41—Unverified
4ETMC_v0.41—Unverified
5NSTMC_v0.37—Unverified
6ProdLDAC_v0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1NVDMTest perplexity836—Unverified
2Bayesian SMMTest perplexity515—Unverified
#ModelMetricClaimedVerifiedStatus
1JoSHMACC83.24—Unverified
2TopicEqTopic Coherence@500.1—Unverified
#ModelMetricClaimedVerifiedStatus
1vONTSSC_v0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1JoSHMACC90.91—Unverified