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

Showing 226250 of 641 papers

TitleStatusHype
Evaluating Negative Sampling Approaches for Neural Topic ModelsCode0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Can Reasoning LLMs Enhance Clinical Document Classification?Code0
Generative Topic Embedding: a Continuous Representation of DocumentsCode0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)Code0
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted LearningCode0
Classification of Interviews - A Case Study on Cancer Patients0
A Simple Approach to Learning Unsupervised Multilingual Embeddings0
Feature Selective Likelihood Ratio Estimator for Low- and Zero-frequency N-grams0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset0
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach0
A Multi-task Approach to Learning Multilingual Representations0
Extractive Summarization Using Multi-Task Learning with Document Classification0
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
A Semi-supervised Approach for Natural Language Call Routing0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT0
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP0
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning0
Exploiting Morphological Regularities in Distributional Word Representations0
Feature Selection as Causal Inference: Experiments with Text Classification0
Centering Similarity Measures to Reduce Hubs0
A semi-automatic method for document classification in the shipping industry0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy97.17Unverified
2REL-RWMD k-NNAccuracy95.61Unverified
3Orthogonalized Soft VSMAccuracy92.65Unverified
4MAGNETF189.9Unverified
5VLAWEF189.3Unverified
6KD-LSTMregF188.9Unverified
7LSTM-reg (single model)F187Unverified
8SCDV-MSF182.71Unverified
#ModelMetricClaimedVerifiedStatus
1ACNetAccuracy83.5Unverified
2LGCNAccuracy83.3Unverified
3GATAccuracy83Unverified
4MoNetAccuracy81.7Unverified
5DeepWalkAccuracy67.2Unverified
#ModelMetricClaimedVerifiedStatus
1BioLinkBERT (large)F188.1Unverified
2NCBI_BERT(large) (P)F187.3Unverified
3SciFive-largeF186.08Unverified
4BioGPTMicro F185.12Unverified
5PubMedBERT uncasedMicro F182.32Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy99.59Unverified
2Orthogonalized Soft VSMAccuracy97.73Unverified
3ApproxRepSetAccuracy95.73Unverified
4REL-RWMD k-NNAccuracy95.18Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy94.31Unverified
2Orthogonalized Soft VSMAccuracy93.42Unverified
3REL-RWMD k-NNAccuracy93.03Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy72.6Unverified
2REL-RWMD k-NNAccuracy71.05Unverified
3Orthogonalized Soft VSMAccuracy69.21Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregF172.9Unverified
2MAGNETF169.6Unverified
#ModelMetricClaimedVerifiedStatus
1REL-RWMD k-NNAccuracy96.85Unverified
2ApproxRepSetAccuracy96.24Unverified
#ModelMetricClaimedVerifiedStatus
1Document Classification Using Importance of SentencesAccuracy54.8Unverified
2LSTM-reg (single model)Accuracy52.8Unverified
#ModelMetricClaimedVerifiedStatus
1ApproxRepSetAccuracy59.06Unverified
2REL-RWMD k-NNAccuracy56.8Unverified
#ModelMetricClaimedVerifiedStatus
1SPECTERF1 (micro)82Unverified
2SciNCLF1 (micro)81.4Unverified
#ModelMetricClaimedVerifiedStatus
1SciNCLF1 (micro)88.7Unverified
2SPECTERF1 (micro)86.4Unverified
#ModelMetricClaimedVerifiedStatus
1ConvTextTMAccuracy91.28Unverified
2HDLTexAccuracy90.93Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy95.38Unverified
#ModelMetricClaimedVerifiedStatus
1ChuLoAccuracy64.4Unverified
#ModelMetricClaimedVerifiedStatus
1MPAD-pathAccuracy89.81Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy75Unverified
#ModelMetricClaimedVerifiedStatus
1BilBOWAAccuracy86.5Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy86.07Unverified
#ModelMetricClaimedVerifiedStatus
1HDLTexAccuracy76.58Unverified
#ModelMetricClaimedVerifiedStatus
1KD-LSTMregAccuracy69.4Unverified