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

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Showing 201–250 of 641 papers

TitleStatusHype
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers—0
Efficient Classification of Long Documents Using Transformers—0
Automatic Categorization of Tagalog Documents Using Support Vector Machines—0
Efficient Discrimination Between Closely Related Languages—0
Crowdsourced Word Sense Annotations and Difficult Words and Examples—0
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence—0
Efficient Models for the Detection of Hate, Abuse and Profanity—0
Efficient Optimization for Discriminative Latent Class Models—0
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding—0
Elementwise Language Representation—0
Email Classification Incorporating Social Networks and Thread Structure—0
Embedding Methods for Fine Grained Entity Type Classification—0
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
An Empirical Study on Transfer Learning for Privilege Review—0
End-to-End Document Classification and Key Information Extraction using Assignment Optimization—0
On Importance of Pruning and Distillation for Efficient Low Resource NLP—0
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents—0
Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions—0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification—0
Author Profiling from Facebook Corpora—0
Adaptive Dropout with Rademacher Complexity Regularization—0
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?—0
Can Domain Adaptation be Handled as Analogies?—0
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification—0
Convolutions Are All You Need (For Classifying Character Sequences)—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
Evaluation of Neural Network Classification Systems on Document Stream—0
Cascaded Semantic and Positional Self-Attention Network for Document Classification—0
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition—0
Experiments with crowdsourced re-annotation of a POS tagging data set—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding—0
Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets—0
Exploiting Context for Robustness to Label Noise in Active Learning—0
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification—0
An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning—0
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP—0
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index—0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT—0
A Semi-supervised Approach for Natural Language Call Routing—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Extractive Summarization Using Multi-Task Learning with Document Classification—0
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning—0
Gaussian Word Embedding with a Wasserstein Distance Loss—0
Feature Selection as Causal Inference: Experiments with Text Classification—0
Feature Selective Likelihood Ratio Estimator for Low- and Zero-frequency N-grams—0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy97.17—Unverified
2REL-RWMD k-NNAccuracy95.61—Unverified
3Orthogonalized Soft VSMAccuracy92.65—Unverified
4MAGNETF189.9—Unverified
5VLAWEF189.3—Unverified
6KD-LSTMregF188.9—Unverified
7LSTM-reg (single model)F187—Unverified
8SCDV-MSF182.71—Unverified
#ModelMetricClaimedVerifiedStatus
1ACNetAccuracy83.5—Unverified
2LGCNAccuracy83.3—Unverified
3GATAccuracy83—Unverified
4MoNetAccuracy81.7—Unverified
5DeepWalkAccuracy67.2—Unverified
#ModelMetricClaimedVerifiedStatus
1BioLinkBERT (large)F188.1—Unverified
2NCBI_BERT(large) (P)F187.3—Unverified
3SciFive-largeF186.08—Unverified
4BioGPTMicro F185.12—Unverified
5PubMedBERT uncasedMicro F182.32—Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy99.59—Unverified
2Orthogonalized Soft VSMAccuracy97.73—Unverified
3ApproxRepSetAccuracy95.73—Unverified
4REL-RWMD k-NNAccuracy95.18—Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy94.31—Unverified
2Orthogonalized Soft VSMAccuracy93.42—Unverified
3REL-RWMD k-NNAccuracy93.03—Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy72.6—Unverified
2REL-RWMD k-NNAccuracy71.05—Unverified
3Orthogonalized Soft VSMAccuracy69.21—Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregF172.9—Unverified
2MAGNETF169.6—Unverified
#ModelMetricClaimedVerifiedStatus
1REL-RWMD k-NNAccuracy96.85—Unverified
2ApproxRepSetAccuracy96.24—Unverified
#ModelMetricClaimedVerifiedStatus
1Document Classification Using Importance of SentencesAccuracy54.8—Unverified
2LSTM-reg (single model)Accuracy52.8—Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy59.06—Unverified
2REL-RWMD k-NNAccuracy56.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SPECTERF1 (micro)82—Unverified
2SciNCLF1 (micro)81.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SciNCLF1 (micro)88.7—Unverified
2SPECTERF1 (micro)86.4—Unverified
#ModelMetricClaimedVerifiedStatus
1ConvTextTMAccuracy91.28—Unverified
2HDLTexAccuracy90.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy95.38—Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy64.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy89.81—Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy75—Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy86.5—Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy86.07—Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy76.58—Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregAccuracy69.4—Unverified