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 201225 of 641 papers

TitleStatusHype
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers0
Efficient Classification of Long Documents Using Transformers0
Czech Text Document Corpus v 2.00
Efficient Discrimination Between Closely Related Languages0
Automatic Categorization of Tagalog Documents Using Support Vector Machines0
Crowdsourced Word Sense Annotations and Difficult Words and Examples0
Efficient Models for the Detection of Hate, Abuse and Profanity0
Efficient Optimization for Discriminative Latent Class Models0
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding0
Elementwise Language Representation0
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence0
Embedding Methods for Fine Grained Entity Type Classification0
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment0
An Empirical Study on Transfer Learning for Privilege Review0
End-to-End Document Classification and Key Information Extraction using Assignment Optimization0
On Importance of Pruning and Distillation for Efficient Low Resource NLP0
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts0
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents0
Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification0
Author Profiling from Facebook Corpora0
Adaptive Dropout with Rademacher Complexity Regularization0
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification0
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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