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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 881 papers

TitleStatusHype
Bilingual Segmented Topic Model—0
Bilingual Topic Models for Comparable Corpora—0
Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors—0
Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora—0
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management—0
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs—0
CFTM: Continuous time fractional topic model—0
Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions—0
Classifying Frames at the Sentence Level in News Articles—0
Clustering for Simultaneous Extraction of Aspects and Features from Reviews—0
Coarse-grained Cross-lingual Alignment of Comparable Texts with Topic Models and Encyclopedic Knowledge—0
Collective Entity Resolution with Multi-Focal Attention—0
Combinatorial Topic Models using Small-Variance Asymptotics—0
Combining Generative and Discriminative Model Scores for Distant Supervision—0
Combining Thesaurus Knowledge and Probabilistic Topic Models—0
Communication-Free Parallel Supervised Topic Models—0
Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models—0
Comparing Apples to Apple: The Effects of Stemmers on Topic Models—0
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models—0
Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond—0
Concept-based Selectional Preferences and Distributional Representations from Wikipedia Articles—0
Conceptualization Topic Modeling—0
Concurrent Visualization of Relationships between Words and Topics in Topic Models—0
Constructing a Class-Based Lexical Dictionary using Interactive Topic Models—0
Contextual Topic Modeling For Dialog Systems—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