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 101–150 of 641 papers

TitleStatusHype
A Leveled Reading Corpus of Modern Standard Arabic—0
A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity—0
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations—0
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank—0
Approximate Conditional Coverage & Calibration via Neural Model Approximations—0
A Learning oriented DLP System based on Classification Model—0
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding—0
Biologically Plausible Learning of Text Representation with Spiking Neural Networks—0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction—0
Applying Naive Bayes Classification to Google Play Apps Categorization—0
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology Based Representations—0
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?—0
Application of Mix-Up Method in Document Classification Task Using BERT—0
Argument Component Classification by Relation Identification by Neural Network and TextRank—0
Cascaded Semantic and Positional Self-Attention Network for Document Classification—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification—0
Causality is all you need—0
Bilingual Word Representations with Monolingual Quality in Mind—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
A Semi-supervised Approach for Natural Language Call Routing—0
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification—0
Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction—0
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach—0
Documents as multiple overlapping windows into grids of counts—0
Classification of Interviews - A Case Study on Cancer Patients—0
A Novel Approach to Document Classification using WordNet—0
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs—0
Annotation Scheme for Constructing Sentiment Corpus in Korean—0
AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
Document Type Classification using File Names—0
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes—0
DYPLODOC: Dynamic Plots for Document Classification—0
Bengali text document categorization based on very deep convolution neural network—0
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification—0
An Intelligent Hybrid Model for Identity Document Classification—0
Document classification methods—0
Batch IS NOT Heavy: Learning Word Representations From All Samples—0
DLUE: Benchmarking Document Language Understanding—0
A Comprehensive Filter Feature Selection for Improving Document Classification—0
Document classification using a Bi-LSTM to unclog Brazil's supreme court—0
ADMM-based Networked Stochastic Variational Inference—0
A WL-SPPIM Semantic Model for Document Classification—0
Developing Healthcare Language Model Embedding Spaces—0
A New Information Theory of Certainty for Machine Learning—0
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification—0
Developing Annotated Resources for Internal Displacement Monitoring—0
Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words—0
Accelerated materials language processing enabled by GPT—0
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All datasetsReuters-21578CoraHOCBBCSportAmazonTwitterAAPDClassicIMDb-MRecipeSciDocs (MAG)SciDocs (MeSH)

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