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 551–600 of 641 papers

TitleStatusHype
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents—0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification—0
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings—0
Entropy Partial Transport with Tree Metrics: Theory and Practice—0
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
Evaluation of Neural Network Classification Systems on Document Stream—0
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition—0
Experiments with crowdsourced re-annotation of a POS tagging data set—0
Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding—0
Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets—0
Exploiting Context for Robustness to Label Noise in Active Learning—0
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification—0
Exploiting Morphological Regularities in Distributional Word Representations—0
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP—0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Extractive Summarization Using Multi-Task Learning with Document Classification—0
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning—0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
Feature Selection as Causal Inference: Experiments with Text Classification—0
Feature Selective Likelihood Ratio Estimator for Low- and Zero-frequency N-grams—0
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs—0
Filter and Match Approach to Pair-wise Web URI Linking—0
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers—0
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents—0
Flexible Job Classification with Zero-Shot Learning—0
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification—0
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index—0
Gaussian Word Embedding with a Wasserstein Distance Loss—0
Gender Detection on Social Networks using Ensemble Deep Learning—0
Generalised Spherical Text Embedding—0
Generalising the Discriminative Restricted Boltzmann Machine—0
Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels—0
GEPSA, a tool for monitoring social challenges in digital press—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
Graph Convolutional Networks for Classification with a Structured Label Space—0
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification—0
GRASP: Rich Patterns for Argumentation Mining—0
GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification—0
HarriGT: A Tool for Linking News to Science—0
Hash2Vec, Feature Hashing for Word Embeddings—0
Hawk: An Industrial-strength Multi-label Document Classifier—0
HeRo: RoBERTa and Longformer Hebrew Language Models—0
Hierarchical Convolutional Attention Networks for Text Classification—0
Hierarchical Multi-modal Transformer for Cross-modal Long Document Classification—0
Hierarchical Neural Network Approaches for Long Document Classification—0
Human Centered NLP with User-Factor Adaptation—0
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class—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