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 301–325 of 641 papers

Title	Date	Tasks	Status
Paragraph-based complex networks: application to document classification and authenticity verification	Jun 22, 2018	DiversityDocument Classification	—Unverified
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis	Aug 6, 2018	Document Classification	—Unverified
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment	Jul 1, 2019	Document ClassificationMulti-Task Learning	—Unverified
The Recognition Of Persian Phonemes Using PPNet	Dec 17, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
PRADO: Projection Attention Networks for Document Classification On-Device	Nov 1, 2019	ClassificationDocument Classification	—Unverified
Predicting accuracy on large datasets from smaller pilot data	Jul 1, 2018	Document Classification	—Unverified
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies	Apr 23, 2020	Document ClassificationKeyphrase Extraction	—Unverified
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer	Nov 2, 2022	Document Classification	—Unverified
Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT	Oct 13, 2019	ClassificationDeep Learning	—Unverified
Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian	Jul 30, 2024	Document ClassificationEntity Typing	—Unverified
Public Apologies in India - Semantics, Sentiment and Emotion	Jan 1, 2018	Document ClassificationOpinion Mining	—Unverified
Quality-Efficiency Trade-offs in Machine Learning for Text Processing	Nov 7, 2017	BIG-bench Machine LearningDocument Classification	—Unverified
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine	Jul 14, 2024	Decision MakingDocument Classification	—Unverified
Rapid-Rate: A Framework for Semi-supervised Real-time Sentiment Trend Detection in Unstructured Big Data	Mar 23, 2017	Document ClassificationGeneral Classification	—Unverified
Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines	Nov 3, 2017	ClassificationDeep Learning	—Unverified
Recognizing the Absence of Opposing Arguments in Persuasive Essays	Aug 1, 2016	Argument MiningDocument Classification	—Unverified
Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing	Jun 4, 2021	Document ClassificationSentence	—Unverified
Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing	Jan 21, 2022	Document Classification	—Unverified
Reverse Multi-Label Learning	Dec 1, 2010	ClassificationDocument Classification	—Unverified
Revisiting Transformer-based Models for Long Document Classification	Nov 16, 2021	ClassificationDocument Classification	—Unverified
Robust Document Representations using Latent Topics and Metadata	Oct 23, 2020	Document ClassificationLanguage Modeling	—Unverified
Robust Learning in Random Subspaces: Equipping NLP for OOV Effects	Dec 1, 2012	Document ClassificationPart-Of-Speech Tagging	—Unverified
Self-Discriminative Learning for Unsupervised Document Embedding	Jun 1, 2019	Document ClassificationDocument Embedding	—Unverified
Self-Organizing Maps for Classification of a Multi-Labeled Corpus	Dec 1, 2015	ClassificationDocument Classification	—Unverified
Semantic classifier approach to document classification	Jan 16, 2017	ClassificationDocument 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