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 426–450 of 641 papers

Title	Date	Tasks	Status
A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units	Jul 1, 2015	Document Classification	—Unverified
A Multi-Modal Multilingual Benchmark for Document Image Classification	Oct 25, 2023	ClassificationCross-Lingual Transfer	—Unverified
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations	Jun 10, 2014	AttributeAuthorship Attribution	—Unverified
A Multi-task Approach to Learning Multilingual Representations	Jul 1, 2018	Cross-Lingual Document ClassificationDocument Classification	—Unverified
A multi-task learning model for malware classification with useful file access pattern from API call sequence	Oct 19, 2016	ClassificationDocument Classification	—Unverified
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model	Aug 1, 2019	Document ClassificationGeneral Classification	—Unverified
Analysis of Sparse Subspace Clustering: Experiments and Random Projection	Apr 1, 2022	ClusteringDocument Classification	—Unverified
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task	Apr 16, 2021	ArticlesDocument Classification	—Unverified
An Analysis of Hierarchical Text Classification Using Word Embeddings	Sep 6, 2018	BIG-bench Machine LearningClassification	—Unverified
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT	Oct 11, 2023	Document ClassificationInformation Retrieval	—Unverified
An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning	Jun 24, 2021	CoLADocument Classification	—Unverified
An Empirical Study on Transfer Learning for Privilege Review	Dec 16, 2021	BIG-bench Machine LearningDocument Classification	—Unverified
An Evaluation Summary Method Based on a Combination of Content and Linguistic Metrics	Sep 1, 2013	Document Classification	—Unverified
A New Information Theory of Certainty for Machine Learning	Apr 25, 2023	Document Classification	—Unverified
An Intelligent Hybrid Model for Identity Document Classification	Jun 7, 2021	ClassificationDocument Classification	—Unverified
Annotation Scheme for Constructing Sentiment Corpus in Korean	Nov 1, 2012	Document ClassificationQuestion Answering	—Unverified
A Novel Approach to Document Classification using WordNet	Oct 4, 2015	ClassificationDocument Classification	—Unverified
Application of Mix-Up Method in Document Classification Task Using BERT	Sep 1, 2021	ClassificationData Augmentation	—Unverified
Applying Naive Bayes Classification to Google Play Apps Categorization	Aug 30, 2016	ClassificationDocument Classification	—Unverified
Approximate Conditional Coverage & Calibration via Neural Model Approximations	May 28, 2022	ClassificationDocument Classification	—Unverified
Argument Component Classification by Relation Identification by Neural Network and TextRank	Aug 1, 2019	ArticlesClassification	—Unverified
A Semantic Cover Approach for Topic Modeling	Jun 1, 2019	Document ClassificationGeneral Classification	—Unverified
A semi-automatic method for document classification in the shipping industry	Mar 29, 2023	ClassificationDocument Classification	—Unverified
A Semi-supervised Approach for Natural Language Call Routing	Aug 1, 2013	Document ClassificationInformation Retrieval	—Unverified
A Simple Approach to Learning Unsupervised Multilingual Embeddings	Apr 10, 2020	Bilingual Lexicon InductionDependency Parsing	—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