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 701–750 of 881 papers

TitleStatusHype
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing—0
A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization—0
A Novel Measure for Coherence in Statistical Topic Models—0
A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes—0
Apples to Oranges: Evaluating Image Annotations from Natural Language Processing Systems—0
Application of Natural Language Processing to Determine User Satisfaction in Public Services—0
Application of Rényi and Tsallis Entropies to Topic Modeling Optimization—0
Application of Topic Models to Judgments from Public Procurement Domain—0
A provable SVD-based algorithm for learning topics in dominant admixture corpus—0
A Provably Correct Learning Algorithm for Latent-Variable PCFGs—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations—0
A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment—0
A Sentiment-aligned Topic Model for Product Aspect Rating Prediction—0
A Simple Word Embedding Model for Lexical Substitution—0
Ask the GRU: Multi-Task Learning for Deep Text Recommendations—0
A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content—0
Aspect Extraction through Semi-Supervised Modeling—0
Aspect Extraction with Automated Prior Knowledge Learning—0
A Spectral Algorithm for Latent Dirichlet Allocation—0
Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback—0
Assessing Violence Risk in Threatening Communications—0
A Supervised Neural Autoregressive Topic Model for Simultaneous Image Classification and Annotation—0
Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization—0
Asynchronous Distributed Learning of Topic Models—0
ATM:Adversarial-neural Topic Model—0
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 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
Automatic Labeling of Topic Models Using Text Summaries—0
Automatic Labelling of Topic Models Learned from Twitter by Summarisation—0
Automatic Poetry Generation from Prosaic Text—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
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
Best feature performance in codeswitched hate speech texts—0
Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification—0
Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter—0
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences—0
Bib2vec: Embedding-based Search System for Bibliographic Information—0
Bidirectional Topic Matching: Quantifying Thematic Overlap Between Corpora Through Topic Modelling—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