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 621–630 of 881 papers

TitleStatusHype
User Clustering in Online Advertising via Topic Models—0
User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics—0
Using Multilingual Topic Models for Improved Alignment in English-Hindi MT—0
Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020—0
Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics—0
Using Topic Modeling and Similarity Thresholds to Detect Events—0
Using Topic Models in Content-Based News Recommender Systems—0
UWB: Machine Learning Approach to Aspect-Based Sentiment Analysis—0
Variational Gaussian Topic Model with Invertible Neural Projections—0
Vector-space topic models for detecting Alzheimer's disease—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