SOTAVerified

Sentence Classification

Papers

Showing 5175 of 303 papers

TitleStatusHype
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
Investigating an Effective Character-level Embedding in Korean Sentence ClassificationCode0
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship AttributionCode0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language InferenceCode0
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse stateCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
Composing Structure-Aware Batches for Pairwise Sentence ClassificationCode0
Neural Semantic EncodersCode0
Causal Augmentation for Causal Sentence ClassificationCode0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Bivariate Beta-LSTMCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Automatic Argumentative-Zoning Using Word2vecCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
Cross-lingual Information Retrieval with BERTCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Show:102550
← PrevPage 3 of 13Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9Unverified
2Structural-scaffoldsF184Unverified
3BiLSTM-Attention + ELMoF182.6Unverified
4Feature-Rich Random ForestF179.6Unverified
5BiLSTM-AttentionF177.2Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1Unverified
2SciBERTF170.98Unverified
3Structural-scaffoldsF167.9Unverified
4Random ForestF153Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71Unverified
2SciBERT (Base Vocab)F164.02Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6Unverified
2SciBERT (Base Vocab)F186.81Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99Unverified
2SciBERT (Base Vocab)F184.43Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9Unverified