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 251275 of 641 papers

TitleStatusHype
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification0
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers0
Classification of Interviews - A Case Study on Cancer Patients0
Convolutions Are All You Need (For Classifying Character Sequences)0
An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning0
Hierarchical Multi-modal Transformer for Cross-modal Long Document Classification0
Hierarchical Neural Network Approaches for Long Document Classification0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT0
A Unified Model for Word Sense Representation and Disambiguation0
HeRo: RoBERTa and Longformer Hebrew Language Models0
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents0
Contrastive estimation reveals topic posterior information to linear models0
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices0
Hierarchical Convolutional Attention Networks for Text Classification0
Contrastive Document Representation Learning with Graph Attention Networks0
Attribute based Chinese Named Entity Recognition and Disambiguation0
Attention over pre-trained Sentence Embeddings for Long Document Classification0
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models0
An Analysis of Hierarchical Text Classification Using Word Embeddings0
ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION0
Complex Decomposition of the Negative Distance kernel0
Comparison of Representations of Named Entities for Document Classification0
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science0
Comparative Study of Long Document Classification0
Asynchronous Distributed Learning from Constraints0
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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