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 101–125 of 881 papers

TitleStatusHype
A Topic Similarity Model for Hierarchical Phrase-based Translation—0
Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data—0
A Two-Step Named Entity Recognizer for Open-Domain Search Queries—0
A Unified Framework for Structured Prediction: From Theory to Practice—0
A Supervised Neural Autoregressive Topic Model for Simultaneous Image Classification and Annotation—0
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System—0
Authorship Attribution with Author-aware Topic Models—0
Authorship Attribution with Topic Models—0
Author-Specific Sentiment Aggregation for Polarity Prediction of Reviews—0
Autodetection and Classification of Hidden Cultural City Districts from Yelp Reviews—0
Assessing Violence Risk in Threatening Communications—0
Automatic Labeling of Topic Models Using Text Summaries—0
Automatic Labelling of Topic Models Learned from Twitter by Summarisation—0
A new LDA formulation with covariates—0
Automatic Poetry Generation from Prosaic Text—0
An Instability in Variational Inference for Topic Models—0
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis—0
BART-TL: Weakly-Supervised Topic Label Generation—0
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation—0
A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce—0
Bayesian Analysis of Dynamic Linear Topic Models—0
Benchmarking Neural Topic Models: An Empirical Study—0
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study—0
Analyzing Bayesian Crosslingual Transfer in Topic Models—0
Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback—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