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 501–550 of 641 papers

TitleStatusHype
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents—0
Convolutions Are All You Need (For Classifying Character Sequences)—0
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification—0
Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions—0
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence—0
Crowdsourced Word Sense Annotations and Difficult Words and Examples—0
Czech Text Document Corpus v 2.0—0
D2GCLF: Document-to-Graph Classifier for Legal Document Classification—0
Deep Learning for Technical Document Classification—0
Deep Neural Networks for Czech Multi-label Document Classification—0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications—0
Developing Annotated Resources for Internal Displacement Monitoring—0
Developing Healthcare Language Model Embedding Spaces—0
Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words—0
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs—0
DLUE: Benchmarking Document Language Understanding—0
Document classification methods—0
Document classification using a Bi-LSTM to unclog Brazil's supreme court—0
Document Classification Using Distributed Machine Learning—0
Document Classification with Word Sense Knowledge—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
Documents as multiple overlapping windows into grids of counts—0
Document Type Classification using File Names—0
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations—0
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology Based Representations—0
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes—0
Domain-adaptation of spherical embeddings—0
Domain Agnostic Few-Shot Learning For Document Intelligence—0
Domain-Specific Japanese ELECTRA Model Using a Small Corpus—0
Doris Martin at SemEval-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features—0
Dropout: A Simple Way to Prevent Neural Networks from Overfitting—0
Dropout Training as Adaptive Regularization—0
DUBLIN -- Document Understanding By Language-Image Network—0
DYPLODOC: Dynamic Plots for Document Classification—0
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]—0
Effective Convolutional Attention Network for Multi-label Clinical Document Classification—0
Effectively Leveraging BERT for Legal Document Classification—0
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers—0
Efficient Classification of Long Documents Using Transformers—0
Efficient Correlated Topic Modeling with Topic Embedding—0
Efficient Discrimination Between Closely Related Languages—0
Efficient Document Image Classification Using Region-Based Graph Neural Network—0
Efficient Models for the Detection of Hate, Abuse and Profanity—0
Efficient Optimization for Discriminative Latent Class Models—0
Elementwise Language Representation—0
Email Classification Incorporating Social Networks and Thread Structure—0
Embedding Methods for Fine Grained Entity Type Classification—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
End-to-End Document Classification and Key Information Extraction using Assignment Optimization—0
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization—0
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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