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 501550 of 641 papers

TitleStatusHype
Mitigating Uncertainty in Document ClassificationCode0
Mixing ADAM and SGD: a Combined Optimization MethodCode0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
Corpus-level and Concept-based Explanations for Interpretable Document ClassificationCode0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Generative Topic Embedding: a Continuous Representation of DocumentsCode0
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)Code0
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text ClassificationCode0
Geometric deep learning on graphs and manifolds using mixture model CNNsCode0
Adaptively Connected Neural NetworksCode0
Explainable and Discourse Topic-aware Neural Language UnderstandingCode0
GloVe: Global Vectors for Word RepresentationCode0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
Modular Multimodal Architecture for Document ClassificationCode0
Examining Temporality in Document ClassificationCode0
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature VectorsCode0
Sublinear Time Approximation of Text Similarity MatricesCode0
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword RegularizationCode0
Clustering Document Parts: Detecting and Characterizing Influence Campaigns from DocumentsCode0
GVdoc: Graph-based Visual Document ClassificationCode0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
Subword-level Word Vector Representations for KoreanCode0
Evaluating Out-of-Distribution Performance on Document Image ClassifiersCode0
Evaluating Negative Sampling Approaches for Neural Topic ModelsCode0
Discriminative Topic Mining via Category-Name Guided Text EmbeddingCode0
Hierarchical Attentional Hybrid Neural Networks for Document ClassificationCode0
Hierarchical Attention Networks for Document ClassificationCode0
Multi-layer Representation Learning for Medical ConceptsCode0
ERNIE-Layout: Layout-Knowledge Enhanced Multi-modal Pre-training for Document UnderstandingCode0
A Systematic Comparison of Architectures for Document-Level Sentiment ClassificationCode0
Can Reasoning LLMs Enhance Clinical Document Classification?Code0
Multilingual Distributed Representations without Word AlignmentCode0
Enriching BERT with Knowledge Graph Embeddings for Document ClassificationCode0
Enhanced word embeddings using multi-semantic representation through lexical chainsCode0
End-to-End Text Classification via Image-based Embedding using Character-level NetworksCode0
Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural NetworksCode0
Multilingual Hierarchical Attention Networks for Document ClassificationCode0
Multilingual Models for Compositional Distributed SemanticsCode0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Text classification with word embedding regularization and soft similarity measureCode0
Rethinking Complex Neural Network Architectures for Document ClassificationCode0
Summarization-based Data Augmentation for Document ClassificationCode0
Can Model Fusing Help Transformers in Long Document Classification? An Empirical StudyCode0
Multimodal deep networks for text and image-based document classificationCode0
Bridging the domain gap in cross-lingual document classificationCode0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise SettingCode0
Multiple Instance Learning: A Survey of Problem Characteristics and ApplicationsCode0
Efficient Vector Representation for Documents through CorruptionCode0
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted LearningCode0
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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