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 201250 of 641 papers

TitleStatusHype
Anytime Active LearningCode0
Performance evaluation of Machine learning algorithms in Biomedical Document ClassificationCode0
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted LearningCode0
Incorporating Figure Captions and Descriptive Text in MeSH Term IndexingCode0
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in MarathiCode0
Lightweight Cross-Lingual Sentence Representation LearningCode0
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake NewsCode0
A Systematic Comparison of Architectures for Document-Level Sentiment ClassificationCode0
Efficient Vector Representation for Documents through CorruptionCode0
Reviving and Improving Recurrent Back-PropagationCode0
BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual SimilarityCode0
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document ClassificationCode0
Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural NetworksCode0
Hierarchical Attentional Hybrid Neural Networks for Document ClassificationCode0
GVdoc: Graph-based Visual Document ClassificationCode0
Active Discriminative Text Representation LearningCode0
Hierarchical Attention Networks for Document ClassificationCode0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise SettingCode0
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced LossCode0
Speeding up Word Mover's Distance and its variants via properties of distances between embeddingsCode0
A Study of fastText Word Embedding Effects in Document Classification in Bangla LanguageCode0
Enriching BERT with Knowledge Graph Embeddings for Document ClassificationCode0
GloVe: Global Vectors for Word RepresentationCode0
Clustering Document Parts: Detecting and Characterizing Influence Campaigns from DocumentsCode0
Geometric deep learning on graphs and manifolds using mixture model CNNsCode0
Evaluating Negative Sampling Approaches for Neural Topic ModelsCode0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
Evaluating Out-of-Distribution Performance on Document Image ClassifiersCode0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Generative Topic Embedding: a Continuous Representation of DocumentsCode0
Examining Temporality in Document ClassificationCode0
A Robust Hybrid Approach for Textual Document ClassificationCode0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
Explainable and Discourse Topic-aware Neural Language UnderstandingCode0
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)Code0
Towards Explaining STEM Document Classification using Mathematical Entity LinkingCode0
Light-Weighted CNN for Text ClassificationCode0
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
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning0
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
Feature Selection as Causal Inference: Experiments with Text Classification0
A Semi-supervised Approach for Natural Language Call Routing0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT0
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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