SOTAVerified

Stock Market Prediction

Papers

Showing 91–100 of 104 papers

TitleStatusHype
Improvement of VerbNet-like resources by frame typing—0
Sentiment Analysis of Twitter Data for Predicting Stock Market MovementsCode1
Sentiment Clustering with Topic and Temporal Information from Large Email Dataset—0
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning—0
Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction—0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation—0
Exploiting Social Relations and Sentiment for Stock Prediction—0
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization—0
A Machine Learning Model for Stock Market Prediction—0
Collective Opinion Target Extraction in Chinese Microblogs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRL&SDPG&FactorsAccuray75.4—Unverified
2SDPG&FactorsAccuray73.12—Unverified
3SRL&FactorsAccuray69.48—Unverified
4Chinese Pert Large (News+Factors)Accuray67.37—Unverified
5SRLAccuray66.89—Unverified
6Chinese Lert Large (News+Factors)Accuray66.36—Unverified
7SRL&SDPGAccuray66.1—Unverified
8Chinese Pert Large (News)Accuray65.09—Unverified
9Chinese Lert Large (News)Accuray64.37—Unverified
10Factos OnlyAccuray63.74—Unverified
#ModelMetricClaimedVerifiedStatus
1HOTF10.72—Unverified
2MAN-SFF10.61—Unverified
3StockNetF10.58—Unverified
4Adversarial LSTMF10.57—Unverified
5HATSF10.56—Unverified
#ModelMetricClaimedVerifiedStatus
1LSTMAverage daily returns0.64—Unverified