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 451–500 of 641 papers

TitleStatusHype
Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora—0
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning—0
Keyphrase Extraction in Scientific Articles: A Supervised Approach—0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus—0
Knowledge-based Document Classification with Shannon Entropy—0
KoBigBird-large: Transformation of Transformer for Korean Language Understanding—0
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi—0
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier—0
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning—0
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings—0
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks—0
Large Language Model Prompt Chaining for Long Legal Document Classification—0
Large language models in healthcare and medical domain: A review—0
Learning bilingual word embeddings with (almost) no bilingual data—0
Learning Concept Embeddings for Efficient Bag-of-Concepts Densification—0
Learning Cross-lingual Representations with Matrix Factorization—0
Learning Cross-lingual Word Embeddings via Matrix Co-factorization—0
Learning Distributed Representations for Multilingual Text Sequences—0
Learning Distributed Representations for Structured Output Prediction—0
Learning from LDA using Deep Neural Networks—0
Learning Grounded Meaning Representations with Autoencoders—0
Learning Indonesian-Chinese Lexicon with Bilingual Word Embedding Models and Monolingual Signals—0
Learning Longer-term Dependencies in RNNs with Auxiliary Losses—0
Learning Monolingual Compositional Representations via Bilingual Supervision—0
Learning Multilingual Word Representations using a Bag-of-Words Autoencoder—0
Learning Multiple Tasks in Parallel with a Shared Annotator—0
Learning Only from Relevant Keywords and Unlabeled Documents—0
Learning Section Weights for Multi-Label Document Classification—0
Learning Thesaurus Relations from Distributional Features—0
Learning Topic Models by Neighborhood Aggregation—0
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs—0
Learning Word Embeddings from Intrinsic and Extrinsic Views—0
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service—0
Legal Terminology Extraction with the Termolator—0
Leveraging BERT Language Model for Arabic Long Document Classification—0
Leveraging Linguistic Resources for Improving Neural Text Classification—0
Linguistic Resources for Handwriting Recognition and Translation Evaluation—0
Linked Recurrent Neural Networks—0
Long-length Legal Document Classification—0
Manual Verbalizer Enrichment for Few-Shot Text Classification—0
Mapping Arabic Wikipedia into the Named Entities Taxonomy—0
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling—0
Measuring Similarity: Computationally Reproducing the Scholar's Interests—0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
Text Chunking for Document Classification for Urban System Management using Large Language ModelsCode0
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRACode0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability StudyCode0
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document ClassificationCode0
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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