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 301350 of 641 papers

TitleStatusHype
Rapid-Rate: A Framework for Semi-supervised Real-time Sentiment Trend Detection in Unstructured Big Data0
Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines0
Recognizing the Absence of Opposing Arguments in Persuasive Essays0
Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing0
Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing0
Reverse Multi-Label Learning0
Revisiting Transformer-based Models for Long Document Classification0
Robust Document Representations using Latent Topics and Metadata0
Robust Learning in Random Subspaces: Equipping NLP for OOV Effects0
Self-Discriminative Learning for Unsupervised Document Embedding0
Self-Organizing Maps for Classification of a Multi-Labeled Corpus0
Semantic classifier approach to document classification0
Semantic Na\" Bayes Classifier for Document Classification0
Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification0
Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization0
Semi-supervised Nonnegative Matrix Factorization for Document Classification0
Semi-Supervised Representation Learning for Cross-Lingual Text Classification0
Sentiment Classification of Arabic Documents: Experiments with multi-type features and ensemble algorithms0
Sentiment Lexicon Creation using Continuous Latent Space and Neural Networks0
SenTube: A Corpus for Sentiment Analysis on YouTube Social Media0
SIEL: Aspect Based Sentiment Analysis in Reviews0
Simple task-specific bilingual word embeddings0
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large0
Some people aren't worth listening to: periodically retraining classifiers with feedback from a team of end users0
Source Printer Identification from Document Images Acquired using Smartphone0
Sparsifying Word Representations for Deep Unordered Sentence Modeling0
Specializing Word Embeddings for Similarity or Relatedness0
Speeding Document Annotation with Topic Models0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification0
Streaming word similarity mining on the cheap0
Structure-based Clustering of Novels0
Interpretable Structure-aware Document Encoders with Hierarchical Attention0
Successive Projection Algorithm Robust to Outliers0
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization0
Supervised cross-modal factor analysis for multiple modal data classification0
Supervised Tree-Wasserstein Distance0
Supervising Unsupervised Learning with Evolutionary Algorithm in Deep Neural Network0
Systèmes du LIA à DEFT'130
SystemT: Declarative Text Understanding for Enterprise0
T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction0
T\"ubingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification0
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling0
TAN-NTM: Topic Attention Networks for Neural Topic Modeling0
Taxonomy Induction Using Hierarchical Random Graphs0
Teaching the Basics of NLP and ML in an Introductory Course to Information Science0
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection0
Temporal classification for historical Romanian texts0
Temporal Language Modeling for Short Text Document Classification with Transformers0
Text Classification into Abstract Classes Based on Discourse Structure0
Text Classification using Graph Convolutional Networks: A Comprehensive Survey0
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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