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 401–450 of 641 papers

TitleStatusHype
Word similarity using constructions as contextual features—0
WordVIS: A Color Worth A Thousand Words—0
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders—0
Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction—0
Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models—0
FAN: Focused Attention Networks—0
On Importance of Pruning and Distillation for Efficient Low Resource NLP—0
Accelerated materials language processing enabled by GPT—0
A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity—0
A comparison of latent semantic analysis and correspondence analysis of document-term matrices—0
A Comparison of Two Paraphrase Models for Taxonomy Augmentation—0
A Comprehensive Filter Feature Selection for Improving Document Classification—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
A critique of word similarity as a method for evaluating distributional semantic models—0
ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION—0
Adaptive Dropout with Rademacher Complexity Regularization—0
ADMM-based Networked Stochastic Variational Inference—0
AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification—0
A Learning oriented DLP System based on Classification Model—0
A Leveled Reading Corpus of Modern Standard Arabic—0
A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
A Multi-task Approach to Learning Multilingual Representations—0
A multi-task learning model for malware classification with useful file access pattern from API call sequence—0
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model—0
Analysis of Sparse Subspace Clustering: Experiments and Random Projection—0
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task—0
An Analysis of Hierarchical Text Classification Using Word Embeddings—0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT—0
An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning—0
An Empirical Study on Transfer Learning for Privilege Review—0
An Evaluation Summary Method Based on a Combination of Content and Linguistic Metrics—0
A New Information Theory of Certainty for Machine Learning—0
An Intelligent Hybrid Model for Identity Document Classification—0
Annotation Scheme for Constructing Sentiment Corpus in Korean—0
A Novel Approach to Document Classification using WordNet—0
Application of Mix-Up Method in Document Classification Task Using BERT—0
Applying Naive Bayes Classification to Google Play Apps Categorization—0
Approximate Conditional Coverage & Calibration via Neural Model Approximations—0
Argument Component Classification by Relation Identification by Neural Network and TextRank—0
A Semantic Cover Approach for Topic Modeling—0
A semi-automatic method for document classification in the shipping industry—0
A Semi-supervised Approach for Natural Language Call Routing—0
A Simple Approach to Learning Unsupervised Multilingual Embeddings—0
Assessing Divergence Measures for Automated Document Routing in an Adaptive MT System—0
Assigning Terms to Domains by Document Classification—0
A Survey of Historical Document Image Datasets—0
A Survey of Naïve Bayes Machine Learning approach in Text Document Classification—0
Asynchronous Distributed Learning from Constraints—0
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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