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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 641 papers

TitleStatusHype
A Semi-supervised Approach for Natural Language Call Routing—0
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers—0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT—0
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP—0
Exploiting Morphological Regularities in Distributional Word Representations—0
Centering Similarity Measures to Reduce Hubs—0
A semi-automatic method for document classification in the shipping industry—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification—0
Exploiting Context for Robustness to Label Noise in Active Learning—0
Causality is all you need—0
Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets—0
Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding—0
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification—0
Experiments with crowdsourced re-annotation of a POS tagging data set—0
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition—0
Cascaded Semantic and Positional Self-Attention Network for Document Classification—0
A Semantic Cover Approach for Topic Modeling—0
Evaluation of Neural Network Classification Systems on Document Stream—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers—0
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?—0
Entropy Partial Transport with Tree Metrics: Theory and Practice—0
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings—0
Can Domain Adaptation be Handled as Analogies?—0
Argument Component Classification by Relation Identification by Neural Network and TextRank—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units—0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification—0
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction—0
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization—0
End-to-End Document Classification and Key Information Extraction using Assignment Optimization—0
A Leveled Reading Corpus of Modern Standard Arabic—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank—0
Embedding Methods for Fine Grained Entity Type Classification—0
Email Classification Incorporating Social Networks and Thread Structure—0
Approximate Conditional Coverage & Calibration via Neural Model Approximations—0
Elementwise Language Representation—0
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding—0
Efficient Optimization for Discriminative Latent Class Models—0
Efficient Models for the Detection of Hate, Abuse and Profanity—0
Biologically Plausible Learning of Text Representation with Spiking Neural Networks—0
Applying Naive Bayes Classification to Google Play Apps Categorization—0
A Learning oriented DLP System based on Classification Model—0
Efficient Document Image Classification Using Region-Based Graph Neural Network—0
Efficient Discrimination Between Closely Related Languages—0
Efficient Correlated Topic Modeling with Topic Embedding—0
Show:102550
← PrevPage 6 of 13Next →
All datasetsReuters-21578CoraHOCBBCSportAmazonTwitterAAPDClassicIMDb-MRecipeSciDocs (MAG)SciDocs (MeSH)

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