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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 176–200 of 641 papers

Title	Date	Tasks	Status
A Comparison of Two Paraphrase Models for Taxonomy Augmentation	Jun 1, 2018	Document ClassificationMachine Translation	—Unverified
Email Classification Incorporating Social Networks and Thread Structure	May 1, 2020	ClassificationDocument Classification	—Unverified
Document classification using a Bi-LSTM to unclog Brazil's supreme court	Nov 27, 2018	Document ClassificationGeneral Classification	—Unverified
Document Classification Using Distributed Machine Learning	Feb 10, 2018	BIG-bench Machine LearningClassification	—Unverified
Document Classification with Word Sense Knowledge	Jan 16, 2022	ClassificationDocument Classification	—Unverified
End-to-End Document Classification and Key Information Extraction using Assignment Optimization	Jun 1, 2023	ClassificationDocument Classification	—Unverified
Document retrieval and question answering in medical documents. A large-scale corpus challenge.	Sep 1, 2017	Document ClassificationGeneral Classification	—Unverified
Entropy Partial Transport with Tree Metrics: Theory and Practice	Jan 24, 2021	Document ClassificationTopological Data Analysis	—Unverified
Document Type Classification using File Names	Oct 2, 2024	ClassificationDocument Classification	—Unverified
Exploiting Context for Robustness to Label Noise in Active Learning	Oct 18, 2020	Active LearningDocument Classification	—Unverified
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations	Aug 1, 2017	ClassificationClustering	—Unverified
D2GCLF: Document-to-Graph Classifier for Legal Document Classification	Jul 1, 2022	ClassificationDocument Classification	—Unverified
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes	Jul 1, 2020	Document ClassificationDomain Adaptation	—Unverified
Domain-adaptation of spherical embeddings	Nov 1, 2021	Document ClassificationDomain Adaptation	—Unverified
Domain Agnostic Few-Shot Learning For Document Intelligence	Oct 29, 2021	ClassificationCross-Domain Few-Shot	—Unverified
Czech Text Document Corpus v 2.0	Oct 6, 2017	ClassificationDocument Classification	—Unverified
Domain-Specific Japanese ELECTRA Model Using a Small Corpus	Sep 1, 2021	ArticlesComputational Efficiency	—Unverified
Doris Martin at SemEval-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features	Jun 1, 2019	ClusteringDocument Classification	—Unverified
Dropout: A Simple Way to Prevent Neural Networks from Overfitting	Jun 1, 2014	Document Classificationspeech-recognition	—Unverified
Dropout Training as Adaptive Regularization	Jul 4, 2013	Document Classification	—Unverified
DUBLIN -- Document Understanding By Language-Image Network	May 23, 2023	Document Classificationdocument understanding	—Unverified
DYPLODOC: Dynamic Plots for Document Classification	Jul 26, 2021	ClassificationDocument Classification	—Unverified
Effacement de dimensions de similarit\'e textuelle pour l'exploration de collections de rapports d'incidents a\'eronautiques (Deletion of dimensions of textual similarity for the exploration of collections of accident reports in aviation) [in French]	Jun 1, 2012	Document Classification	—Unverified
Effective Convolutional Attention Network for Multi-label Clinical Document Classification	Nov 1, 2021	ClassificationDocument Classification	—Unverified
Automatic Categorization of Tagalog Documents Using Support Vector Machines	Nov 1, 2017	Document ClassificationGeneral Classification	—Unverified

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All datasets Reuters-21578 Cora HOC BBCSport Amazon Twitter AAPD Classic IMDb-M Recipe SciDocs (MAG)SciDocs (MeSH)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ApproxRepSet	Accuracy	97.17	—	Unverified
2	REL-RWMD k-NN	Accuracy	95.61	—	Unverified
3	Orthogonalized Soft VSM	Accuracy	92.65	—	Unverified
4	MAGNET	F1	89.9	—	Unverified
5	VLAWE	F1	89.3	—	Unverified
6	KD-LSTMreg	F1	88.9	—	Unverified
7	LSTM-reg (single model)	F1	87	—	Unverified
8	SCDV-MS	F1	82.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ACNet	Accuracy	83.5	—	Unverified
2	LGCN	Accuracy	83.3	—	Unverified
3	GAT	Accuracy	83	—	Unverified
4	MoNet	Accuracy	81.7	—	Unverified
5	DeepWalk	Accuracy	67.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BioLinkBERT (large)	F1	88.1	—	Unverified
2	NCBI_BERT(large) (P)	F1	87.3	—	Unverified
3	SciFive-large	F1	86.08	—	Unverified
4	BioGPT	Micro F1	85.12	—	Unverified
5	PubMedBERT uncased	Micro F1	82.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MPAD-path	Accuracy	99.59	—	Unverified
2	Orthogonalized Soft VSM	Accuracy	97.73	—	Unverified
3	ApproxRepSet	Accuracy	95.73	—	Unverified
4	REL-RWMD k-NN	Accuracy	95.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ApproxRepSet	Accuracy	94.31	—	Unverified
2	Orthogonalized Soft VSM	Accuracy	93.42	—	Unverified
3	REL-RWMD k-NN	Accuracy	93.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ApproxRepSet	Accuracy	72.6	—	Unverified
2	REL-RWMD k-NN	Accuracy	71.05	—	Unverified
3	Orthogonalized Soft VSM	Accuracy	69.21	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	KD-LSTMreg	F1	72.9	—	Unverified
2	MAGNET	F1	69.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	REL-RWMD k-NN	Accuracy	96.85	—	Unverified
2	ApproxRepSet	Accuracy	96.24	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Document Classification Using Importance of Sentences	Accuracy	54.8	—	Unverified
2	LSTM-reg (single model)	Accuracy	52.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ApproxRepSet	Accuracy	59.06	—	Unverified
2	REL-RWMD k-NN	Accuracy	56.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SPECTER	F1 (micro)	82	—	Unverified
2	SciNCL	F1 (micro)	81.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SciNCL	F1 (micro)	88.7	—	Unverified
2	SPECTER	F1 (micro)	86.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ConvTextTM	Accuracy	91.28	—	Unverified
2	HDLTex	Accuracy	90.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ChuLo	Accuracy	95.38	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ChuLo	Accuracy	64.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MPAD-path	Accuracy	89.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BilBOWA	Accuracy	75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BilBOWA	Accuracy	86.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HDLTex	Accuracy	86.07	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HDLTex	Accuracy	76.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	KD-LSTMreg	Accuracy	69.4	—	Unverified