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 551600 of 641 papers

TitleStatusHype
Domain-Specific Language Model Pretraining for Biomedical Natural Language ProcessingCode0
Auto-Encoding Dictionary Definitions into Consistent Word EmbeddingsCode0
Document Classification by Inversion of Distributed Language RepresentationsCode0
An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business RegistryCode0
MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLPCode0
Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific VotersCode0
Multiview Learning of Weighted Majority Vote by Bregman Divergence MinimizationCode0
Authorless Topic Models: Biasing Models Away from Known StructureCode0
Incorporating Figure Captions and Descriptive Text in MeSH Term IndexingCode0
My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text CollectionsCode0
Naive Bayes and Text Classification I - Introduction and TheoryCode0
BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual SimilarityCode0
Reviving and Improving Recurrent Back-PropagationCode0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content MeasurementCode0
RMDL: Random Multimodel Deep Learning for ClassificationCode0
Robust Cross-lingual Embeddings from Parallel SentencesCode0
Inter and Intra Topic Structure Learning with Word EmbeddingsCode0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
A Confidence-Calibrated MOBA Game Winner PredictorCode0
A Study of fastText Word Embedding Effects in Document Classification in Bangla LanguageCode0
Supervised Dictionary Learning with Auxiliary CovariatesCode0
BilBOWA: Fast Bilingual Distributed Representations without Word AlignmentsCode0
Using J-K fold Cross Validation to Reduce Variance When Tuning NLP ModelsCode0
KATE: K-Competitive Autoencoder for TextCode0
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsCode0
Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author DemographicsCode0
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document HierarchyCode0
Supervised Word Mover's DistanceCode0
BibRank: Automatic Keyphrase Extraction Platform Using~MetadataCode0
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP ModelsCode0
Dirichlet-vMF Mixture ModelCode0
Semantic Sensitive TF-IDF to Determine Word Relevance in DocumentsCode0
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Label Errors in the Tobacco3482 DatasetCode0
Label-Wise Document Pre-Training for Multi-Label Text ClassificationCode0
A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum DisorderCode0
A Robust Hybrid Approach for Textual Document ClassificationCode0
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble LearningCode0
Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classificationCode0
Towards a Job Title Classification SystemCode0
Large-Scale Learnable Graph Convolutional NetworksCode0
DFNets: Spectral CNNs for Graphs with Feedback-Looped FiltersCode0
Data-Driven Self-Supervised Graph Representation LearningCode0
Object detection deep learning networks for Optical Character RecognitionCode0
Beyond Document Page Classification: Design, Datasets, and ChallengesCode0
An Exploration of Hierarchical Attention Transformers for Efficient Long Document ClassificationCode0
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic ModelingCode0
Learning Crosslingual Word Embeddings without Bilingual CorporaCode0
An Explainable CNN Approach for Medical Codes Prediction from Clinical TextCode0
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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