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 401425 of 641 papers

TitleStatusHype
Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction0
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents0
Flexible Job Classification with Zero-Shot Learning0
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification0
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index0
Gaussian Word Embedding with a Wasserstein Distance Loss0
Gender Detection on Social Networks using Ensemble Deep Learning0
Generalised Spherical Text Embedding0
Generalising the Discriminative Restricted Boltzmann Machine0
Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels0
GEPSA, a tool for monitoring social challenges in digital press0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization0
Graph Convolutional Networks for Classification with a Structured Label Space0
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification0
GRASP: Rich Patterns for Argumentation Mining0
GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification0
HarriGT: A Tool for Linking News to Science0
Hash2Vec, Feature Hashing for Word Embeddings0
Hawk: An Industrial-strength Multi-label Document Classifier0
HeRo: RoBERTa and Longformer Hebrew Language Models0
Hierarchical Convolutional Attention Networks for Text Classification0
Hierarchical Multi-modal Transformer for Cross-modal Long Document Classification0
Hierarchical Neural Network Approaches for Long Document Classification0
Human Centered NLP with User-Factor Adaptation0
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class0
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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