SOTAVerified

Document Classification

Document Classification is a procedure of assigning one or more labels to a document from a predetermined set of labels.

Source: Long-length Legal Document Classification

Papers

Showing 576600 of 641 papers

TitleStatusHype
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach0
Assigning Terms to Domains by Document Classification0
A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity0
UMCC\_DLSI\_SemSim: Multilingual System for Measuring Semantic Textual Similarity0
Anytime Active LearningCode0
Interpretable Low-Rank Document Representations with Label-Dependent Sparsity Patterns0
Utilisabilit\'e d'une ressource propri\'etaire riche dans le cadre de la classification de documents [in French]0
The WoDiS System - WOlf and DIStributions for Lexical Substitution (Le syst\`eme WoDiS - WOLF et DIStributions pour la substitution lexicale) [in French]0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations0
Dropout: A Simple Way to Prevent Neural Networks from Overfitting0
Experiments with crowdsourced re-annotation of a POS tagging data set0
New Directions in Vector Space Models of Meaning0
Learning Grounded Meaning Representations with Autoencoders0
Three Guidelines of Online Learning for Large-Scale Visual Recognition0
On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter0
SenTube: A Corpus for Sentiment Analysis on YouTube Social Media0
Clustering of Multi-Word Named Entity variants: Multilingual Evaluation0
Using Large Biomedical Databases as Gold Annotations for Automatic Relation Extraction0
Momresp: A Bayesian Model for Multi-Annotator Document Labeling0
Multilingual Models for Compositional Distributed SemanticsCode0
Classifying easy-to-read texts without parsing0
Structure-based Clustering of Novels0
Learning Multilingual Word Representations using a Bag-of-Words Autoencoder0
Automatic Construction of Amharic Semantic Networks from Unstructured Text Using Amharic WordNet0
Multilingual Distributed Representations without Word AlignmentCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy97.17Unverified
2REL-RWMD k-NNAccuracy95.61Unverified
3Orthogonalized Soft VSMAccuracy92.65Unverified
4MAGNETF189.9Unverified
5VLAWEF189.3Unverified
6KD-LSTMregF188.9Unverified
7LSTM-reg (single model)F187Unverified
8SCDV-MSF182.71Unverified
#ModelMetricClaimedVerifiedStatus
1ACNetAccuracy83.5Unverified
2LGCNAccuracy83.3Unverified
3GATAccuracy83Unverified
4MoNetAccuracy81.7Unverified
5DeepWalkAccuracy67.2Unverified
#ModelMetricClaimedVerifiedStatus
1BioLinkBERT (large)F188.1Unverified
2NCBI_BERT(large) (P)F187.3Unverified
3SciFive-largeF186.08Unverified
4BioGPTMicro F185.12Unverified
5PubMedBERT uncasedMicro F182.32Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy99.59Unverified
2Orthogonalized Soft VSMAccuracy97.73Unverified
3ApproxRepSetAccuracy95.73Unverified
4REL-RWMD k-NNAccuracy95.18Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy94.31Unverified
2Orthogonalized Soft VSMAccuracy93.42Unverified
3REL-RWMD k-NNAccuracy93.03Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy72.6Unverified
2REL-RWMD k-NNAccuracy71.05Unverified
3Orthogonalized Soft VSMAccuracy69.21Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregF172.9Unverified
2MAGNETF169.6Unverified
#ModelMetricClaimedVerifiedStatus
1REL-RWMD k-NNAccuracy96.85Unverified
2ApproxRepSetAccuracy96.24Unverified
#ModelMetricClaimedVerifiedStatus
1Document Classification Using Importance of SentencesAccuracy54.8Unverified
2LSTM-reg (single model)Accuracy52.8Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy59.06Unverified
2REL-RWMD k-NNAccuracy56.8Unverified
#ModelMetricClaimedVerifiedStatus
1SPECTERF1 (micro)82Unverified
2SciNCLF1 (micro)81.4Unverified
#ModelMetricClaimedVerifiedStatus
1SciNCLF1 (micro)88.7Unverified
2SPECTERF1 (micro)86.4Unverified
#ModelMetricClaimedVerifiedStatus
1ConvTextTMAccuracy91.28Unverified
2HDLTexAccuracy90.93Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy95.38Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy64.4Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy89.81Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy75Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy86.5Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy86.07Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy76.58Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregAccuracy69.4Unverified